Tycho van der Ouderaa @tychovdo
Postgraduate researcher (PhD) at Imperial College London and visiting researcher at the University of Oxford. Working on probabilistic machine learning. tychovdo.github.io Amsterdam - London - Oxford Joined October 2018-
Tweets108
-
Followers1K
-
Following2K
-
Likes334
Our paper, "The LLM Surgeon," accepted at ICLR 2024, achieves SOTA in LLM pruning in all unstructured, semi-structured, and the most challenging but most effective structured pruning that removes entire matrix rows/columns. Happy to share that code is now publicly available.…
Our paper, "The LLM Surgeon," accepted at ICLR 2024, achieves SOTA in LLM pruning in all unstructured, semi-structured, and the most challenging but most effective structured pruning that removes entire matrix rows/columns. Happy to share that code is now publicly available.…
Late announcement, but I'm excited to announce that my PhD thesis is publicly available! In it I give my thoughts on how to approach variational inference in Bayesian neural nets, deep GPs, including discussion on the marginal likelihood and symmetries. arxiv.org/abs/2401.12418
The third edition of my textbook, Nonlinear Dynamics and Chaos, was published today. You can preview the first 68 pages on Google Books, or take a look at the preface below to see what's new. The main new thing is a chapter on the Kuramoto model! Hope you enjoy it.
Learning Layer-wise Equivariances Automatically using Gradients (Awarded spotlight) Join us for our poster this Wednesday at 5pm! As they'd say here in New Orleans, I am very keen to meet 'all y'all' and talk about research. Let's discuss learning symmetry and inductive bias.…
Learning Layer-wise Equivariances Automatically using Gradients (Awarded spotlight) Join us for our poster this Wednesday at 5pm! As they'd say here in New Orleans, I am very keen to meet 'all y'all' and talk about research. Let's discuss learning symmetry and inductive bias.… https://t.co/eT3zh8wAoO
The print version of the new fourth edition of my book Linear Algebra Done Right is now available at this link on Amazon: amazon.com/Linear-Algebra… #linearalgebra
There are still a couple of places left for the NeurIPS@Cambridge meetup next week, Dec 8th. Priority will be given to people presenting a poster. Registration & full schedule on neuripsmeetupcambridge.info
With my supervisor joining @UniofOxford, I will be in Oxford as a visiting researcher most Tuesdays and Wednesdays, while continuing my PhD at Imperial College in London—the best of both worlds! I am excited to meet amazing researchers here and attend seminars and reading groups.…
With my supervisor joining @UniofOxford, I will be in Oxford as a visiting researcher most Tuesdays and Wednesdays, while continuing my PhD at Imperial College in London—the best of both worlds! I am excited to meet amazing researchers here and attend seminars and reading groups.… https://t.co/Fc9fNe1qgb
We proudly present our 524 page book on equivariant convolutional networks. Coauthored by Patrick Forré, @erikverlinde and @wellingmax. maurice-weiler.gitlab.io/#cnn_book [1/N]
Sindy Löwe @sindy_loewe
3K Followers 360 Following PhD Student with @WellingMax at the University of Amsterdam. Deep Learning with Structured Representations.
Taco Cohen @TacoCohen
21K Followers 3K Following Deep learner at FAIR. Into codegen, equivariance, generative models. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI.
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Max Welling @wellingmax
32K Followers 432 Following
Symmetry and Geometry.. @neur_reps
3K Followers 1K Following NeurIPS workshop and digital community | 🌐 geometry, algebra, topology + 🤖 deep learning + 🧠 neuroscience | Join us on slack! https://t.co/Run9wPnZt9
Sharvaree Vadgama @SharvVadgama
832 Followers 2K Following PhD student at @AmlabUva with @erikjbekkers & @jmtomczak | everything Geometric + Generative models | MS CS @UUtah | Theoretical Physics @IISERPune | she/her
David M. Knigge @davidmknigge
528 Followers 202 Following PhD candidate w/ @egavves at @uva_amsterdam medical and geometric deep learning. @ic4ai POP-AART Lab w/ @elekta & @NKI_nl.
ELLIS Amsterdam @Ellis_Amsterdam
1K Followers 258 Following Twitter account of the ELLIS Amsterdam Unit. Promoting research excellence and advancing breakthroughs in AI. Maintainers: @pranindiati, @cgmsnoek, @adi_sauter
Johannes Brandstetter @jo_brandstetter
3K Followers 620 Following Ass. Prof / Group Lead @jkulinz, Head of Research - AI4Simulation NXAI. Former @MSFTResearch, @UvA_Amsterdam, @CERN, @tu_wien
Andy Keller @t_andy_keller
2K Followers 933 Following Postdoctoral Fellow at The Kempner Institute at Harvard University -- Somewhere between Brains & Bits. PhD at UvA, Intern @ Apple MLR, Prev @ Intel AI & Nervana
Learning on Graphs Co.. @LogConference
7K Followers 749 Following LoG is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.
Kaitlin Maile @kaitlinmaile
416 Followers 584 Following PhD student @Univ_Toulouse. Architectural optimization for neural networks.
Yuki @y_m_asano
3K Followers 683 Following Assistant Professor for Computer Vision and Machine Learning at the QUVA Lab, @UvA_Amsterdam. Previously @Oxford_VGG, @OxfordAI, interned @facebookai
Pim de Haan @pimdehaan
1K Followers 217 Following Machine learning researcher at University of Amsterdam and Qualcomm AI Research
Erik Bekkers @erikjbekkers
4K Followers 856 Following Assis. Prof @AmlabUva @UvA_Amsterdam @Ellis_Amsterdam | @ELLISforEurope Scholar | Geometric and Group Equivariant Deep Learning | Idealist
Sam Power @sp_monte_carlo
17K Followers 7K Following Lecturer in Maths & Stats at Bristol. Interested in probabilistic + numerical computation, statistical modelling + inference. (he / him)
Shubhendu Trivedi @_onionesque
7K Followers 851 Following Cultivated Abandon. Twitter interests: Machine learning research, applied mathematics, mathematical miscellany, ML for Physics/Chemistry, books.
Sander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).
Nina Miolane @ninamiolane
4K Followers 2K Following Assis. Prof. @ucsbece Affiliate @SLAClab Stanford Prev @Stanford @Inria @imperialcollege @Polytechnique PI @geometric_intel https://t.co/Eeeaqytppe, Pilot
David W. Romero @davidwromero
2K Followers 338 Following Research Scientist, Efficient Generative AI @NVIDIA. PhD Candidate Efficient DL @VUAmsterdam. Prev: @GoogleAI, @Qualcomm, @Merl_news. Opinions my own.
Javier C. Cano @ccanojavi
281 Followers 2K Following Trustworthy AI @IBMResearch. AI Security @imperialcollege. Machine Learning Scientist. Telecom and Antenna Engineer from @uc3m. Views are my own.
Mary-kate Trell @MTrell8471
74 Followers 5K Following
wishspur @wishspur15013
72 Followers 2K Following
วิไลเมื.. @1toO4nM7s5VCua8
63 Followers 1K Following นี่คือตัวตนที่แท้จริงและไม่เหมือนใครของฉันที่สุด ติดตามฉันมา หน้าแรกยังมีข้อมูลติดต่อของฉันเป็นครั้งคราวด้วย
Zhiheng LYU @ZhihengLyu
54 Followers 203 Following RA@Berkeley NLP; Yr4-CS@HKU; Currently Seeking PhD Position on 24Fall
Dagny Burnette @BurnetteDa69751
60 Followers 5K Following
CPNN+ @CPNN_UK
256 Followers 811 Following The UKRI Chronic Pain Neurotechnology Network+ is an EPSRC-funded UK community of researchers, clinicians and technologists.
Alyssa Doscher @DoscherAly77935
78 Followers 5K Following
Ali Behrouz @behrouz_ali
914 Followers 845 Following Ph.D. Student @cornell, interested in machine learning.
Mia Mattis @MiaMattis345712
53 Followers 5K Following
Marwin Segler @marwinsegler
4K Followers 2K Following Machine Learning, {Org, Med, Comp} Chem, Catalysis, AI-Assisted Scientific Discovery & Creativity, Music. @ELLISforEurope Scholar. @MSFTResearch AI for Science
Gram Workshop @GRaM_workshop
32 Followers 184 Following Hi, I am the official account for the first edition of GRaM: Geometry-grounded Representation learning and generative Modeling Workshop at ICML2024
Meta @MetaMeowMeow
95 Followers 2K Following
Isla-rose Dourado @dourado_is33496
109 Followers 5K Following
Peyman Hosseini @Peyman_Hs
45 Followers 132 Following Doctoral researcher exploring the realm of Natural Language Processing - QMUL Computational Linguistics Lab - Intelligent Games and Game Intelligence CDT
Aubrey Laporte @aubrey_lap80394
50 Followers 5K Following
Michael Ryan @michaelryan207
565 Followers 403 Following NLP Masters Student @stanfordnlp. || Working on DSPy 🧩 || Prev @GeorgiaTech @Microsoft
Krista Opsahl-Ong @kristahopsalong
650 Followers 352 Following CS PhD candidate @Stanford @StanfordAILab || Prev @Google @Microsoft
Erika Cardenas @ecardenas300
4K Followers 814 Following @weaviate_io | Interested in vector databases, LLM frameworks, and information retrieval
Manish Shetty @slimshetty_
807 Followers 589 Following PhD student @ucberkeley @berkeleysky :: prev @msftresearch :: programming languages :: ml systems :: program analysis in the age of LLMs
kcaverly @kcaverly_dev
139 Followers 962 Following Working on LLM Systems and DSPy. Pushing everyday to get better.
Herumb Shandilya @krypticmouse
2K Followers 427 Following NLP Engineer @SixHQai | Working on ColBERT, DSPy @Stanford | Learning @forai_ml | Chill @CreworkHQ | Ex-ML @sosimplified @DRDO_India
Connor Shorten @CShorten30
16K Followers 15K Following Research Scientist @weaviate_io! Mostly working on Generative Feedback Loops with DSPy and Filtered ANN. Host of the Weaviate podcast! DSPy playlist below!
Ryan_Lanham @Ryan_Lanham
2K Followers 5K Following Wandering through. Passions are good sense, good data and not lying about professions or politics. Engage with facts.
Rosie-mae Klebes @KlebesMae38955
74 Followers 5K Following
Arthur @artlec@sigmoi.. @arthurlec
266 Followers 5K Following PhD candidate @Inria (@Inria_Rennes). Post about Machine Learning (DL, RL, CV, ...) and a hint of astronomy 🚀
Jannat Letko @let_janna
64 Followers 5K Following
leander @LeanderKur
29 Followers 165 Following
Hester Mcgreen @h_mcgre
53 Followers 5K Following
Daniel Marks @_Daniel_Marks_
19 Followers 152 Following Imperial College London - MEng Computing AI-ML 24 | Classical Pianist - Musician
Sayses @Sayses192220
31 Followers 2K Following
Joachim Winther Peder.. @JoachimWinther
252 Followers 227 Following Postdoc at IT University of Copenhagen, mostly interested in black-box meta-reinforcement learning, indirect encodings, and structurally flexible ANNs.
Noel Stifflemire @NStifflemi46339
84 Followers 5K Following
Iris Biafore @i_biafo
75 Followers 5K Following
Elias Najarro @EIiasNajarro
1K Followers 933 Following Computational physicist. Working on bio-inspired computation, RL & AI for Science. PhD @RoboEvoArtLab · SciComm https://t.co/wljaQ6tieI
dldou @dldou4
12 Followers 30 Following
Kornelia Zaidi @zai_korneli
41 Followers 5K Following
XY Han @XYHan_
1K Followers 978 Following Incoming Assistant Professor @ChicagoBooth | Postdoc @Stanford | Papers: “Neural Collapse in Deep Nets” & “Survey Descent: Nonsmooth Gen. of GD”
Olivia Heinle @o_heinl
51 Followers 5K Following
Nenad Tomasev @weballergy
5K Followers 1K Following Staff research scientist at DeepMind. Opinions are my own. Re-tweets and favorites not to be considered as endorsements.
Renata Iacobellis @RenaIacobel
27 Followers 2K Following 💎Renata / 21 / Earn now with crypto presale👇💎
Neil C. Hughes @NeilCHughes
6K Followers 3K Following Tech Columnist @CyberNews and @techopedia. LinkedIn Top Voice, & Podcast Host of Tech Talks Daily and Tech Fusion By @CitrixReady.
Yann LeCun @ylecun
712K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Sindy Löwe @sindy_loewe
3K Followers 360 Following PhD Student with @WellingMax at the University of Amsterdam. Deep Learning with Structured Representations.
Taco Cohen @TacoCohen
21K Followers 3K Following Deep learner at FAIR. Into codegen, equivariance, generative models. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI.
AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80Gx
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Gabriel Peyré @gabrielpeyre
92K Followers 449 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Andrej Karpathy @karpathy
979K Followers 905 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥
Max Welling @wellingmax
32K Followers 432 Following
Petar Veličković @PetarV_93
30K Followers 555 Following Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Associate @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦
Peyman Milanfar @docmilanfar
67K Followers 264 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
François Chollet @fchollet
470K Followers 769 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.
Frank Nielsen @FrnkNlsn
23K Followers 1K Following Machine Learning & AI, Information Sciences & Information Geometry, Distances & Statistical models, HPC. "Geometry defines the architecture of spaces" @SonyCSL
Kosta Derpanis @CSProfKGD
48K Followers 197 Following #CS Associate Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, #CVPR2024/#ECCV2024 Publicity Co-chair
Sebastian Raschka @rasbt
267K Followers 906 Following Machine learning & AI researcher writing at https://t.co/A0tXWzG1p5. LLM research engineer @LightningAI. Previously stats professor at UW-Madison.
Symmetry and Geometry.. @neur_reps
3K Followers 1K Following NeurIPS workshop and digital community | 🌐 geometry, algebra, topology + 🤖 deep learning + 🧠 neuroscience | Join us on slack! https://t.co/Run9wPnZt9
Michael Black @Michael_J_Black
59K Followers 643 Following Director, Max Planck Institute for Intelligent Systems (@MPI_IS). Chief Scientist @meshcapade. Building 3D digital humans using vision, graphics, and learning.
Alfredo Canziani @alfcnz
86K Followers 268 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York University
Kevin Patrick Murphy @sirbayes
42K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.
Mustafa Suleyman @mustafasuleyman
131K Followers 536 Following CEO, Microsoft AI | Author: The Coming Wave | Past: Co-founder, @InflectionAI & @GoogleDeepMind
Rajabudeen Ahamed M @MRAJABUD
16 Followers 360 Following "ML & Robotics | Data Structures | Algorithms | https://t.co/5i9dSeIrWS | ex @Amazon | Quantum Computing | Full-fledged Solutions |
Javier C. Cano @ccanojavi
281 Followers 2K Following Trustworthy AI @IBMResearch. AI Security @imperialcollege. Machine Learning Scientist. Telecom and Antenna Engineer from @uc3m. Views are my own.
Mo Tiwari @mo_tiwari
451 Followers 798 Following Computer Science PhD student at Stanford University
Genghan Zhang @zhang677
51 Followers 61 Following
Jeyong Lee @vxbrandon00
96 Followers 14 Following
Luke DH Lee @luke_lee_ai
87 Followers 106 Following CS undergrad at UCL. Researching MAB & LLMs at Thrun Lab (SAIL)
Rafael Rafailov @rm_rafailov
3K Followers 637 Following Ph.D. Student at @StanfordAILab. I work on Foundation Models and Decision Making. Previously @GoogleDeepMind @UCBerkeley
Pedro Domingos @pmddomingos
79K Followers 166 Following Professor of computer science at UW and author of 'The Master Algorithm' and '2040'. Into machine learning, AI, and anything that makes me curious.
Ali Behrouz @behrouz_ali
914 Followers 845 Following Ph.D. Student @cornell, interested in machine learning.
Albert Bou @albertbou92
15 Followers 42 Following
Marwin Segler @marwinsegler
4K Followers 2K Following Machine Learning, {Org, Med, Comp} Chem, Catalysis, AI-Assisted Scientific Discovery & Creativity, Music. @ELLISforEurope Scholar. @MSFTResearch AI for Science
Guoqing Liu @fiberleif
73 Followers 181 Following Senior Researcher at @MSFTResearch AI4Science, working on reinforcement learning, generative AI, and AI4Science.
Krzysztof Maziarz @MaziarzKris
591 Followers 209 Following Senior Applied Researcher @MSFTResearch AI4Science, ex @GoogleAI & @tensorflight | Opinions are my own
lmsys.org @lmsysorg
37K Followers 172 Following Large Model Systems Organization. We created Vicuna and Chatbot Arena! Compare 30+ LLMs (GPT-4/Claude/Llamas) side-by-side at https://t.co/IDFeIDIOtm
Arno Solin @arnosolin
3K Followers 326 Following Assistant Professor in Machine Learning @AaltoUniversity. Enjoying statistical machine learning. @ELLISforEurope Scholar. @yaf_fi Co-founder https://t.co/rM59B3nb86
Gautam Kamath @thegautamkamath
44K Followers 507 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Nomic AI @nomic_ai
14K Followers 50 Following Building explainable and accessible AI https://t.co/bbYqCdL8vQ
Trainy @TrainyAI
30 Followers 22 Following Building open source tools for profiling distributed training.
Peyman Hosseini @Peyman_Hs
45 Followers 132 Following Doctoral researcher exploring the realm of Natural Language Processing - QMUL Computational Linguistics Lab - Intelligent Games and Game Intelligence CDT
Heather Miller @heathercmiller
15K Followers 1K Following Science-ing at Two Sigma, Professing computery things at CMU. Co-founder & former Exec Director of the Scala Center at EPFL. Past life: artist @ Cooper Union
Matei Zaharia @matei_zaharia
39K Followers 1K Following CTO at @Databricks and CS prof at @UCBerkeley. Working on data+AI, including @ApacheSpark, @DeltaLakeOSS, @MLflow, https://t.co/94gROE5Xa0. https://t.co/nmRYAKG0LZ
Christopher Potts @ChrisGPotts
11K Followers 620 Following Stanford Professor of Linguistics and, by courtesy, of Computer Science, and member of @stanfordnlp and @StanfordAILab. He/Him/His.
Amir!! @ammirsm
577 Followers 567 Following Software Craftship, Entrepreneurship Enthusiast, @UCalgary alumni
Rick Battle @rickbattlephoto
249 Followers 88 Following
Paridhi Maheshwari @paridhi2708
37 Followers 17 Following MS CS @ Stanford | Adobe Research | IIT Kanpur
kcaverly @kcaverly_dev
139 Followers 962 Following Working on LLM Systems and DSPy. Pushing everyday to get better.
Isaac Miller @isaacbmiller1
176 Followers 307 Following Working on #dspy | MSc @ NU | prev intern @RobinhoodApp @Lyft @driftnetinc
Herumb Shandilya @krypticmouse
2K Followers 427 Following NLP Engineer @SixHQai | Working on ColBERT, DSPy @Stanford | Learning @forai_ml | Chill @CreworkHQ | Ex-ML @sosimplified @DRDO_India
Thomas Ahle @thomasahle
4K Followers 467 Following Head of ML @NormalComputing. Ex @Meta, @BARCdk, @SupWizAI. Tweets mostly about Math, Probability, AI, ML, Algorithms and Randomness.
Erika Cardenas @ecardenas300
4K Followers 814 Following @weaviate_io | Interested in vector databases, LLM frameworks, and information retrieval
Connor Shorten @CShorten30
16K Followers 15K Following Research Scientist @weaviate_io! Mostly working on Generative Feedback Loops with DSPy and Filtered ANN. Host of the Weaviate podcast! DSPy playlist below!
Manish Shetty @slimshetty_
807 Followers 589 Following PhD student @ucberkeley @berkeleysky :: prev @msftresearch :: programming languages :: ml systems :: program analysis in the age of LLMs
Shangyin Tan @ShangyinT
567 Followers 418 Following PhD student @Berkeley_EECS. Prev @PurdueCS, @MSFTResearch, @googledeepmind
Michael Ryan @michaelryan207
565 Followers 403 Following NLP Masters Student @stanfordnlp. || Working on DSPy 🧩 || Prev @GeorgiaTech @Microsoft
Krista Opsahl-Ong @kristahopsalong
650 Followers 352 Following CS PhD candidate @Stanford @StanfordAILab || Prev @Google @Microsoft
Arnav Singhvi @arnav_thebigman
523 Followers 334 Following Working on DSPy under the mentorship of Stanford Ph.D. student Omar Khattab @lateinteraction
Ulrich Paquet @ulrichpaquet
1K Followers 208 Following Research Scientist, Google DeepMind Director, African Institute of Mathematical Sciences (South Africa) Co-founder, Deep Learning Indaba
Vinod Khosla @vkhosla
632K Followers 575 Following entrepreneurship zealot, grounded technology possibilist, believer in the power of ideas, passionate about sustainability & impact
University of Southam.. @unisouthampton
65K Followers 1K Following All the latest from the University of Southampton. Founding member of @RussellGroup and ranked among the top 100 universities worldwide. #WeAreUoS
leander @LeanderKur
29 Followers 165 Following
Oumar Kaba @sekoumarkaba
420 Followers 469 Following Ph.D. Student at @Mila_Quebec / @mcgillu • ML, Physics, Math • Science Comms Enthusiast. Former intern @MSFTResearch AI4Science
Richard McElreath �.. @rlmcelreath
46K Followers 2K Following Anthropologist @MPI_EVA_Leipzig - telling anyone who will listen that, if we are very careful and try very hard, we might not completely mislead ourselves
Simo Särkkä @simosarkka
1K Followers 132 Following Associate Professor with Aalto University working on Bayesian filtering and smoothing. Leader of AIX with Finnish Center for AI (FCAI), ELLIS fellow.After two good years at Microsoft Research AI4Science, I am very excited to announce that as of this month I have, together with Chad Edwards, co-founded a new startup in the field of molecular and materials discovery.
Applies to research as much as to product development
Patrick Collison on the importance of beauty and craftsmanship when building products “If Stripe is a monstrously successful business, but what we make isn’t beautiful, and Stripe doesn’t embody a culture of incredibly exacting craftsmanship, I’ll be much less happy. I think the…
We are thrilled to announce our new fantastic invited speaker at #GeMSS24: @helibenhamu! Her contributions to #GenerativeAI (flow matching) and #GeometricDL are outstanding We can't wait to host you at @TUeindhoven in June 2024! BTW, don't forget to apply: gemss.ai
We don't expect Bayesian methods to do so well at large scale, but we can now get decent improvements with variational learning to GPT-2. I wrote a blog about this (first one in a long time). Check it out! team-approx-bayes.github.io/blog/ivon/ Paper: arxiv.org/abs/2402.17641 A thread below.
@EmtiyazKhan This is exciting! I'm looking forward to reading!
Great new work by @gabel_alex Rick Quax and @egavves @UvA_CSL @UvA_IAS @UvA_Amsterdam - 'Data-driven Lie point #symmetry detection for continuous #dynamicalsystems' -iopscience.iop.org/article/10.108… #machinelearning #complexity #datascience #compphys #AI #neuralnetworks #PDEs #informatics
Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks Using the Marginal Likelihood ift.tt/fZcCngN
Call for new organizers - Seminar Series on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems! If you're interested in organizing the next season - inviting speakers, telling people about the series, maybe putting together a workshop - please get in touch!
@davidmknigge @UvA_Amsterdam @ELLISforEurope @gabel_alex Will it become available online ?
The University of Oxford is proud to host Professor @geoffreyhinton to deliver its annual Romanes Lecture at the Sheldonian Theatre on Monday, 19 February. You can watch to Professor Hinton's lecture online after the event. ⬇️
Tired of sending your Bayesian inference papers to generalist ML conferences and having no one know what is going on at the poster session? Submit to #AABI2024 instead and present your work directly to specialists in Bayesian inference!!
Great news for all Bayesians: AABI is back this year, co-located with ICML in Vienna! Our CfP is out and the paper submission deadline is March 29th: approximateinference.org/call/index.html This year, we'll have a non-archival track for short papers and a PMLR proceedings track for long ones!
@nagpalchirag My sympathies for those doing trial and error by hand and not explicitly considering noise :-p
What are some applications where I’d want prediction bands around machine learning outputs? This is not a rhetorical question. argmin.net/p/from-interva…
I would like to thank my supervisor, Carl Edward Rasmussen, my examiners, Marc Deisenroth and @carlhenrikek, and my collaborators (especially @laurence_ai and @markvanderwilk), without whom this wouldn't have been possible!
Our paper on Wavelet Nets got accepted to @TmlrOrg @TmlrPub! I am extremely happy about it for several reasons: 1) we never gave up, 2) it is a nice idea imho, 3) it is one of 17 papers published (crazy!) by @davidwromero during his PhD! Congrats David, Erik and Mark 👏
Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series David W. Romero, Erik J Bekkers, Jakub M. Tomczak, Mark Hoogendoorn. Action editor: Jeremias Sulam. openreview.net/forum?id=ga5SN… #wavelet_networks #wavelet #transforms
Excited to give this talk! March 21 in Delft
Pim de Haan @quvalab will discuss the benefits of #ML using the Geometric Algebra Transformer (GATr) in various scientific applications. 📢Workshop on the role of #MachineLearning in Molecular Discovery @tudelftme @tudelft 🗓️21 March 2024 More info: 🌐4tu.nl/htm/joint-mate… 5/
Late announcement, but I'm excited to announce that my PhD thesis is publicly available! In it I give my thoughts on how to approach variational inference in Bayesian neural nets, deep GPs, including discussion on the marginal likelihood and symmetries. arxiv.org/abs/2401.12418
It's almost time!
We are approaching the beginning of our 🌴Tropical ProbAI School (29 Jan to 02 Feb, 2024). We have some last spots for late applications and a great program! Here are some of the speakers that generously are joining us to share their knowledge and experience: 1/n
@tychovdo @sid09_singh @f_dangel and I just included a PyTorch K-FAC implementation as a linear operator in the latest release of curvlinops (github.com/f-dangel/curvl…). It supports many variations of K-FAC for nn.Linear and nn.Conv2d modules. Implementation: github.com/f-dangel/curvl…
Trends for United States
You might like
