Bennet Wittelsbach @bennet_wi
I like probabilistic circuits Joined August 2020-
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Updated vision on how to do the experiments needed to simulate C.elegans. arxiv.org/abs/2308.06578
Check out all the new features we've been building for the Adapters library in our latest blog post! adapterhub.ml/blog/2024/08/aā¦
Check out all the new features we've been building for the Adapters library in our latest blog post! adapterhub.ml/blog/2024/08/aā¦
@sp_monte_carlo probabilistic graphical models
š We present Neural Concept Binder for unsupervised symbolic concept discovery. It combines continuous and discrete encodings for concept representations that are: expressive āļø inspectable āļø revisable āļø š¤Æ šarxiv.org/abs/2406.09949 @toniwuest @Dav_Steinmann @kerstingAIML
š Excited to share our new work! Tackling time series confounders with RioT: š Feedback across time & frequency šÆ Steers models to right reasons š Tested on our novel production line dataset with natural confounding factors arxiv.org/abs/2402.12921 huggingface.co/datasets/AIML-ā¦
Happy to share our new framework Pix2Code where we use programs to learn abstract visual concepts š¼ļø This gives us generalizable concepts that interpretable and revisable šš¼ arxiv.org/abs/2402.08280 @WolfStammer @liimeleemon @devendratweetin @kerstingAIML
Happy to share our new framework Pix2Code where we use programs to learn abstract visual concepts š¼ļø This gives us generalizable concepts that interpretable and revisable šš¼ arxiv.org/abs/2402.08280 @WolfStammer @liimeleemon @devendratweetin @kerstingAIML
@matej_zecevic @kerstingAIML and I returned to the roots of ML & asked "Are linear programs susceptible to adversarial attacks?" Our ACML journal paper answers yes & uses power of causality to identify such attacks Paper: tinyurl.com/2p8wxyk7 Talk: tinyurl.com/mwu9u6af
'The Bayesian Learning Rule', by Mohammad Emtiyaz Khan, HĆ„vard Rue. jmlr.org/papers/v24/22-ā¦ #bayesian #algorithms #gradients
The problem with p-values is how theyāre used statmodeling.stat.columbia.edu/2023/11/01/theā¦
LLM's might have capabilities but causality isn't one of them!! This is one of my favorite papers and I am happy it is now published in @TmlrOrg. We show how LLM's are "causal parrots" although they may seem causal at face value. With @matej_zecevic @MoritzWilligAI @kerstingAIML
LLM's might have capabilities but causality isn't one of them!! This is one of my favorite papers and I am happy it is now published in @TmlrOrg. We show how LLM's are "causal parrots" although they may seem causal at face value. With @matej_zecevic @MoritzWilligAI @kerstingAIML
Self-Expanding Neural Networks arxiv.org/abs/2307.04526 Rupert Mitchell, @mundt_martin, @kerstingAIML
š¤© āProbabilistic Circuits That Know What They Donāt Knowā got accepted at #UAI2023 @UncertaintyInAI š„³š TL;DR: tractable uncertainty estimates, e.g. to detect various forms of out-of-distribution data (instead of heavy Monte-Carlo dropout) Preprint: arxiv.org/abs/2302.06544
š¤© āProbabilistic Circuits That Know What They Donāt Knowā got accepted at #UAI2023 @UncertaintyInAI š„³š TL;DR: tractable uncertainty estimates, e.g. to detect various forms of out-of-distribution data (instead of heavy Monte-Carlo dropout) Preprint: arxiv.org/abs/2302.06544
Care to make the continual learning landscape more transparent? Come visit our poster "CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency & Comparability" #ICLR2022 Wed 27th - Spot F2 - 19:30 - 21:30 CEST @slangmz @kerstingAIML
1/ This paper deserves attention for deriving new theoretical connections between GNNs and SCMs. Moreover, it allows causal information to be provided the natural way, i.e., via DAGs, then translated to GNN. What is not clear to this reader, though it may be implicit in the text,
Cool piece by quanta magazine on the šÆšæš®š¶š» š®š»š± šŗš¶š»š±. I get to come along with the giants of neuroscience! quantamagazine.org/mental-phenomeā¦
Fighting words on tendency of ml models to latch onto spurious correlations and other sins. There is still work to do.
Fighting words on tendency of ml models to latch onto spurious correlations and other sins. There is still work to do.
#TPM2021 Started, we are live now! Join us on zoom via @UncertaintyInAI A small thread to recapš§µš
and a newer take on the landscape of generative models: (from starai.cs.ucla.edu/slides/AAAI20.ā¦ (links to pdf), which contains many other great diagrams)
and a newer take on the landscape of generative models: (from starai.cs.ucla.edu/slides/AAAI20.ā¦ (links to pdf), which contains many other great diagrams) https://t.co/e5sAAJz2PF
Everything is ready for #TPM2021 Workshop at @UncertaintyInAI tomorrow 6.00am PT/15.00pm CET! We have an amazing list of contributed works... and invited speakers: @theta_x @gpapamak @Martin_Trapp @kerstingAIML @ZeldaMariet and Anima Anandkumar! ššš sites.google.com/view/tpm2021/sā¦
Another upsampling from MOMoGP. Check out our paper at #uai2021 aiml.informatik.tu-darmstadt.de/papers/yu2021uā¦ See you at the poster session today @Martin_Trapp @kerstingAIML
Another upsampling from MOMoGP. Check out our paper at #uai2021 aiml.informatik.tu-darmstadt.de/papers/yu2021uā¦ See you at the poster session today @Martin_Trapp @kerstingAIML https://t.co/DV1Zk1iYWI
Lorelei @Looxorn37784
37 Followers 2K Following
xiaoguo @xiaoguo328367
0 Followers 148 Following
lukas helff @lukas_helff
40 Followers 95 Following PhD student in the AI/ML lab at @TUDarmstadt | AI Safety | Vision Safeguarding | Synthetic Data | Visual and Logical Reasoning #AI #ML
HyperZZW @hyperzzw
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AdriƔn Javaloy @javaloyML
681 Followers 998 Following Postdoc @InfAtEd. Previously @SIC_Saar @MPI_IS @UMU.
Sabs @LeSabs
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Shuo Chen @chenshuo_cs
122 Followers 460 Following Enthusiastic AI Researcher Multimodal Models, Vision-Language Models, Responsible AI. PhD Student at @LMU_Muenchen & @Siemens
Noel @cs_lover_3000
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Moritz Nottebaum @NottebaumM10908
6 Followers 38 Following PhD student in Computer Vision. Research focus in Efficient Inference for Visual Object Tracking and Object Detection
Andrea Belluati @BelluatiAndrea
301 Followers 354 Following Biohybrid Systems for Cellular Engineering | Group leader at @TUDarmstadt |
Sara Magliacane (she/... @saramagliacane
3K Followers 2K Following Assistant prof @AmlabUvA Amsterdam | ELLIS scholar | #causality #causalML anything #causal | š®š¹šøš® in š³š± | #UAI2025 program chair | @smaglia.bsky.social
Felix Divo @felixdivo
66 Followers 253 Following he/him ML research @TUDarmstadt with @kerstingAIML. šØāš» & š: Deep Learning, Time Series, Graphs, eXplainability & more
Tim @philosotim
31 Followers 140 Following researching causal and interactive AI at AIML Lab @CS_TUDarmstadt | also interested in philosophy, logic, physics and vegan baking
Jaron Maene @jjcmoon
110 Followers 301 Following PhD Machine Learning @KU_Leuven | #neurosymbolic learning & #probabilistic reasoning
Kareem Ahmed @KareemYousrii
322 Followers 685 Following Postdoc @ University of California, Irvine | PhD from CS@UCLA Neuro-Symbolic AI, Tractable Probabilistic Reasoning, Generative Models
Johannes Hoffart @johanneshoffart
458 Followers 527 Following CTO, AI at SAP - #foundationmodel #linkedbusinessdata #knowledgegraph #ai (views are my own and do not reflect those of my employer)
Wolfgang Stammer @WolfStammer
161 Followers 140 Following
Frozt @froztv7
0 Followers 848 Following
Shivvrat Arya @ShivvratA
105 Followers 517 Following Assistant Professor, CS @ NJIT | Probabilistic & Neurosymbolic AI | Explainable AI | Combinatorial Optimization | ML | CV
Clifton Poth @clifapt
407 Followers 341 Following ML for Search @Cohere | Open source @AdapterHub | prev. @TUDarmstadt @UKPLab @clifapt.bsky.social
Sebastian @sscdotopen
3K Followers 2K Following Professor of data management for ML at @bifoldberlin. Ex-@UvA_Amsterdam, @NYUDataScience, @Twitter intern; member of @TheASF & @EFF. Views are my own.
WENHAN YANG @WenhanYang0315
315 Followers 452 Following P.hD. in CS, UCLA. Interest in self-supervised learning, including exploring Graph CL, CL robustness and multimodal CL robustness.
An ThĆ”i LĆŖ @an_thai_le
457 Followers 657 Following Ph.D. Student for #RobotLearning #MachineLearning #Robotics at @ias_tudarmstadt, advised by @Jan_R_Peters. Former intern: @Bosch_AI
Yihao Xue @xue_yihao65785
445 Followers 521 Following PhD @UCLA | LLM Reasoning Ā· Safety Ā· Robustness Ā· Multimodal & Self-Supervised Learning | OpenAI Fellow | @GoogleResearch | Prev: @MITIBMLab Ā· @Cisco Research
Siddharth Joshi @sjoshi804
1K Followers 2K Following Multimodal Data Curation at @DatologyAI | ML PhD @UCLA | Prev @MSFTResearch
FAIR GSI - @FAIR_GSI_... @FAIR_GSI_de
2K Followers 1K Following GSI Helmholtzzentrum fĆ¼r Schwerionenforschung Ā· FAIR - Facility for Antiproton and Ion Research Ā· Das Universum im Labor. @FAIR_GSI_en https://t.co/PgJ4y21yR0
Guy Van den Broeck @guyvdb
4K Followers 2K Following Professor of Computer Science and Samueli Fellow at UCLA @UCLAComSci; Scientist at @RelationalAI; working on Artificial Intelligence
myLeoart @myLeoart
14 Followers 400 Following || habe was von einem Menschen aber mittlerweile auch was von einer Pizza || m ||
ascape_h2020 @ascape_h2020
526 Followers 1K Following We work to improve #cancer patients' #QoL & receive funding from the @HorizonEU R&I Programme. Views=Ours #ehealth #BreastCancer #ProstateCancer #AI #BigData
Dominik Hintersdorf @d_hintersdorf
126 Followers 204 Following Senior Research Scientist @DFKI | Interested in security & privacy in deep learning
Mario šŗš¦ šļæ½... @ScientificML
415 Followers 3K Following { Visual & Tensor Computing; Grad student in ML4Science; Vision, Deep Neural Networks, Optimization, and SciML Simulation; Python/NumPy, PyTorch, JAX, *nix,git}
Ruocheng Guo @rguo_asu
1K Followers 1K Following Staff Research Scientist @Intuit Ph.D. from DMML @SCAI_ASU LLM Agents Causal ML Ex-TikTok, CityUHK, MSR, Google X
Structured Machine Le... @SMLGroup_Trento
176 Followers 88 Following Theoretical and applied Machine Learning - Statistical and Symbolic Learning - Explainability - Graph Neural Networks - DISI, University of Trento
Jonathan Lorraine @jonLorraine9
7K Followers 6K Following Research scientist @NVIDIA | PhD in machine learning @UofT. Opinions are my own. š¤ š» āļø
Lilian Bordeau @BordeauLilian
142 Followers 5K Following
Machine Learning: Sci... @MLSTjournal
10K Followers 10K Following A multidisciplinary, #openaccess journal devoted to the application and development of #machinelearning for the sciences. Published by @IOPPublishing.
TELL šŗš¦ @TELL_V1
15 Followers 460 Following Building AI devtools, driving the next technological revolution at https://t.co/s2Akp7WuyQ, https://t.co/0fUZHDoHUr, https://t.co/zeYWqLi5SY
DH Darmstadt @DHDarmstadt
2K Followers 2K Following digital humanities | philologies | corpus and computational linguistics | humanities computing at TU Darmstadt
Snehal Jauhri @SnehalJauhri
599 Followers 713 Following ML for Robotics | Research Intern @allen_ai | PhD candidate, PEARL lab, TU Darmstadt with @GeorgiaChal (š¦@snehaljauhri.bsky.social)
Pooja Prasad @Pooja_Prasad1
65 Followers 139 Following Data Scientist @jadatascience | MS from UTDallas |Data and ML Enthusiast
Masaki Adachi @masaki_adachi
374 Followers 390 Following Group manager @ToyotaMotorCorp | #AI4Sci, ScientificDiscovery, Human-AI collab, Stats ML | prev @UniofOxford with @maosbot, @DavidHowey, @CISPA, @RIKEN_AIP_EN
ProLOEWE @ProLOEWE
938 Followers 560 Following ProLOEWE. Netzwerk der LOEWE-Forschungsvorhaben LOEWE Research Initiatives Network
Hans-Peter Zorn @data_hpz
10K Followers 10K Following Head of AI @inovexgmbh #nlproc Mastodon: @[email protected]
Robert Giaquinto @r_giaquinto
69 Followers 221 Following PhD candidate in machine learning @ University of Minnesnowta āļø
sophiaalthammer @sophiaalthammer
1K Followers 614 Following Member of Technical Staff in Retrieval-Augmented Generation Team @cohere, previously PhD in neural Information Retrieval @tu_wien
Davide Tateo @davide_tateo
580 Followers 321 Following 'Safe and Reliable Robot Learning' Research Group Leader @ias_tudarmstadt. @Mushroom_RL substitute Prof. at PEARL lab
Manuel Brack @MBrack_AIML
548 Followers 255 Following Research Scientist @Adobe | Adjunct Research https://t.co/r2b1JAlFIL | ex @dfki @tudarmstadt
terminally onĪ»ine Īµ... @tekbog
35K Followers 988 Following interested in AI and distributed systems
Tuan Dam @tuanquangdam
101 Followers 190 Following
Internal Tech Emails @TechEmails
583K Followers 881 Following Internal tech industry emails that surface in public records. š
lukas helff @lukas_helff
40 Followers 95 Following PhD student in the AI/ML lab at @TUDarmstadt | AI Safety | Vision Safeguarding | Synthetic Data | Visual and Logical Reasoning #AI #ML
AdriƔn Javaloy @javaloyML
681 Followers 998 Following Postdoc @InfAtEd. Previously @SIC_Saar @MPI_IS @UMU.
Neil Lawrence @lawrennd
38K Followers 9 Following Professor of machine learning at the University of Cambridge. Opinions are my own. Author of "The Atomic Human" Mainly found on @lawrennd.bsky.social
Dan Roy @roydanroy
57K Followers 2K Following ML / AI researcher. Research Director and Canada CIFAR AI Chair, @VectorInst. Professor, @UofT (Statistics/CS).
Monte Carlo Seminar @OnlineMCSeminar
552 Followers 5 Following
Marcus Rohrbach @marcus_rohrbach
509 Followers 21 Following Alexander von Humboldt Professor for Multimodal Reliable AI at TU Darmstadt.
Moritz Nottebaum @NottebaumM10908
6 Followers 38 Following PhD student in Computer Vision. Research focus in Efficient Inference for Visual Object Tracking and Object Detection
noysyr @noysyr
1 Followers 13 Following
Anderson M. Winkler @AndersonWinkler
934 Followers 170 Following
Peyman Milanfar @docmilanfar
94K Followers 501 Following Distinguished Scientist at Google. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
Nils Reimers @Nils_Reimers
14K Followers 514 Following VP AI Search @Cohere | ex-huggingface | Creator of SBERT (https://t.co/MKKOMfuQ4C)
Stephan Mandt @ AISTA... @StephanMandt
3K Followers 607 Following AI Professor @UCIrvine | Formerly @blei_lab, @Princeton | #GenAI, #Compression, #AI4Science | General Chair @aistats_conf 2025 | AI Resident @ChanZuckerberg
Andrea Belluati @BelluatiAndrea
301 Followers 354 Following Biohybrid Systems for Cellular Engineering | Group leader at @TUDarmstadt |
Mario šŗš¦ šļæ½... @ScientificML
415 Followers 3K Following { Visual & Tensor Computing; Grad student in ML4Science; Vision, Deep Neural Networks, Optimization, and SciML Simulation; Python/NumPy, PyTorch, JAX, *nix,git}
ELLIS Institute TĆ¼bi... @ELLISInst_Tue
934 Followers 26 Following The ELLIS Institute is set to become a world-renowned center for pioneering fundamental research in the field of artificial intelligence. The Institute aims to
ARC Prize @arcprize
28K Followers 173 Following A North Star for open AGI. Co-founders: @fchollet @mikeknoop. President: @gregkamradt. Help support the mission - make a donation today.
Tim @philosotim
31 Followers 140 Following researching causal and interactive AI at AIML Lab @CS_TUDarmstadt | also interested in philosophy, logic, physics and vegan baking
Jaron Maene @jjcmoon
110 Followers 301 Following PhD Machine Learning @KU_Leuven | #neurosymbolic learning & #probabilistic reasoning
Jihao Andreas Lin @JihaoAndreasLin
116 Followers 94 Following PhD student in probabilistic machine learning at University of Cambridge
Zuse School ELIZA @ZuseSchoolELIZA
80 Followers 54 Following The Konrad Zuse School of Excellence in Learning and Intelligent Systems (ELIZA) is a graduate school in AI funded by @DAAD_Germany + @BMBF_Bund. #ZuseSchoolsAI
David Chalmers @davidchalmers42
37K Followers 655 Following philosopher@NYU. consciousness, reality+, life, the universe, and everything.
Top Stumps @TopStumps
6K Followers 0 Following
cohere @cohere
108K Followers 4 Following Cohere builds secure, scalable, and private enterprise-grade AI solutions for real-world business problems. Join us: https://t.co/Yb2xItMObl
Robert Baldock @Robert_Baldock
400 Followers 543 Following
Eric Nguyen @exnx
3K Followers 517 Following Co-founder @ Radical Numerics PhD @ stanford @HazyResearch
Dean Eckles @deaneckles
16K Followers 2K Following networks, contagion, causality. @MIT professor not often on X deaneckles, eckles & https://t.co/R8agGpE8ii elsewhere
Johannes Hoffart @johanneshoffart
458 Followers 527 Following CTO, AI at SAP - #foundationmodel #linkedbusinessdata #knowledgegraph #ai (views are my own and do not reflect those of my employer)
Shuo Chen @chenshuo_cs
122 Followers 460 Following Enthusiastic AI Researcher Multimodal Models, Vision-Language Models, Responsible AI. PhD Student at @LMU_Muenchen & @Siemens
Nora Khayata @nora_khayata
73 Followers 74 Following she/her | PhD @ENCRYPTO_Group @TUDarmstadt | MPC compilers, PPML | š¤š»š¹
Young @younqchan
330 Followers 5K Following Researcher working on Out-of-Distribution Generalizable Reasoning and AI Scientist from causality perspective.
Quentin Delfosse @liimeleemon
96 Followers 62 Following PhD student in NeuroSymbolic Reinforcement Learning (AI)
Julen Urain @robotgradient
985 Followers 1K Following Research Scientist at @AIatMeta (FAIR). Embodied AI. Prev: @DFKI, @TUDarmstadt, @NvidiaAI. https://t.co/RQpq7Prbln X https://t.co/umZQeDjJv4
Arc Institute @arcinstitute
39K Followers 59 Following A new scientific institution for curiosity-driven biomedical science and technology.
Shivvrat Arya @ShivvratA
105 Followers 517 Following Assistant Professor, CS @ NJIT | Probabilistic & Neurosymbolic AI | Explainable AI | Combinatorial Optimization | ML | CV
The Grug Brained Deve... @GrugBrainedDev
8K Followers 0 Following complexity very, very bad https://t.co/KTeN6qL3JM
Emtiyaz Khan @EmtiyazKhan
11K Followers 229 Following Team leader at @RIKEN_AIP_EN. Opinions my own. Follow me at https://t.co/jXDOS1HKXE
AdapterHub @AdapterHub
1K Followers 1K Following A central repository for pre-trained adapter modules in transformers! Active maintainers: @clifapt @h_sterz @LeonEnglaender @timo_imhof @PfeiffJo
Paul Graham @paulg
2.1M Followers 778 Following
Jonas Pfeiffer @PfeiffJo
3K Followers 686 Following Research Scientist @GoogleDeepMind | @AdapterHub | previously @nyuniversity @TUDarmstadt @UKPLab @MetaAI @spotify | https://t.co/oPoAvcAx97 | (he/him)
Clifton Poth @clifapt
407 Followers 341 Following ML for Search @Cohere | Open source @AdapterHub | prev. @TUDarmstadt @UKPLab @clifapt.bsky.socialTrends for United States
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