Accepted papers at TMLR @TmlrPub
Joined March 2022-
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InfoNCE is variational inference in a recognition parameterised model Laurence Aitchison, Stoil Krasimirov Ganev. Action editor: Jinwoo Shin. openreview.net/forum?id=chbRs… #supervised #prior #likelihood
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees James Queeney, Erhan Can Ozcan, Ioannis Paschalidis, Christos Cassandras. Action editor: Aleksandra Faust. openreview.net/forum?id=cgSXp… #safety #reinforcement #robustness
Optical Transformers Maxwell Anderson, Shi-Yuan Ma, Tianyu Wang, Logan Wright, Peter McMahon. Action editor: Jaehoon Lee. openreview.net/forum?id=Xxw0e… #processors #optical #memory
Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World Bowen Lei, Dongkuan Xu, Ruqi Zhang, Bani Mallick. Action editor: Naigang Wang. openreview.net/forum?id=Db5c3… #sparse #deep #knowledge
Revisiting Random Weight Perturbation for Efficiently Improving Generalization Tao Li, Qinghua Tao, Weihao Yan, Yingwen Wu, Zehao Lei, Kun Fang, Mingzhen He, Xiaolin Huang. Action editor: Jakub Tomczak. openreview.net/forum?id=WbbgO… #generalization #adversarial #
Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers Chinmaya Kausik, Kashvi Srivastava, Rishi Sonthalia. Action editor: Pierre Alquier. openreview.net/forum?id=HxfqT… #denoising #supervised #empirical
From Differential Privacy to Bounds on Membership Inference: Less can be More Anvith Thudi, Ilia Shumailov, Franziska Boenisch, Nicolas Papernot. Action editor: Yu-Xiang Wang. openreview.net/forum?id=daXqj… #privacy #protection #membership
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Disc... Shaozhe Hao, Kai Han, Kwan-Yee K. Wong. Action editor: Yannis Kalantidis. openreview.net/forum?id=1fNcp… #supervised #clustering #labelled
Introducing "Forecast Utterance" for Conversational Data Science Md. Mahadi Hassan, Alex Knipper, Shubhra Kanti Karmaker Santu. Action editor: Yang Li. openreview.net/forum?id=H2EeS… #answering #utterances #forecasting
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang, Yuqi Xie, Yunfan Jiang et al.. Action editor: Aleksandra Faust. openreview.net/forum?id=ehfRi… #learned #exploration #skills
Optimal Inference in Contextual Stochastic Block Models O Duranthon, Lenka Zdeborova. Action editor: Giannis Nikolentzos. openreview.net/forum?id=Pe6hl… #graphs #supervised #graph
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity Jack William Miller, Charles O'Neill, Thang D Bui. Action editor: Anastasios Kyrillidis. openreview.net/forum?id=ux9Br… #grokking #gaussian #accuracy
Compressing the Activation Maps in Deep Convolutional Neural Networks and Its Regularizing Effect Minh Hoang Vu, Anders Garpebring, Tufve Nyholm, Tommy Löfstedt. Action editor: Evan Shelhamer. openreview.net/forum?id=s1qh1… #layers #compressing #regularization
Towards Understanding Dual BN In Hybrid Adversarial Training Chenshuang Zhang, Chaoning Zhang, Kang Zhang, Axi Niu, Junmo Kim, In So Kweon. Action editor: Yunhe Wang. openreview.net/forum?id=bQKHM… #adversarial #normalization #disentangling
ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions Deyao Zhu, Jun Chen, Kilichbek Haydarov, Xiaoqian Shen, Wenxuan Zhang, Mohamed Elhoseiny. Action editor: Greg Durrett. openreview.net/forum?id=1LoVw… #captions #captioning #ca
Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and as ... Dai Shi, Zhiqi Shao, Yi Guo, Qibin Zhao, Junbin Gao. Action editor: Giannis Nikolentzos. openreview.net/forum?id=q4iSL… #framelets #laplacian #framelet
Inverse Kernel Decomposition Chengrui Li, Anqi Wu. Action editor: Yiming Ying. openreview.net/forum?id=H4OE7… #dimensionality #gaussian #decomposition
On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization Dongruo Zhou, Jinghui Chen, Yuan Cao, Ziyan Yang, Quanquan Gu. Action editor: Peter Richtárik. openreview.net/forum?id=Gh0cx… #gradient #adaptive #nonconvex
Granger Causal Interaction Skill Chains Caleb Chuck, Kevin Black, Aditya Arjun, Yuke Zhu, Scott Niekum. Action editor: Branislav Kveton. openreview.net/forum?id=iA2KQ… #reinforcement #skills #learned
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding Seongjun Yang, Gibbeum Lee, Jaewoong Cho, Dimitris Papailiopoulos, Kangwook Lee. Action editor: Brian Kingsbury. openreview.net/forum?id=yUmJ4… #decoding #pipelined #latency
Gautam Kamath @thegautamkamath
44K Followers 505 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Dan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)
Lucas Beyer (bl16) @giffmana
56K Followers 445 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]
Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
François Fleuret @francoisfleuret
31K Followers 456 Following Prof. @Unige_en, Adjunct Prof. @EPFL_en, Research Fellow @idiap_ch, co-founder @nc_shape. AI and machine learning since 1994. I like reality.
Andreas Kirsch 🇮�.. @BlackHC
9K Followers 5K Following Past: 🧑🎓 DPhil @AIMS_oxford @ExeterCollegeOx @UniofOxford (4.5yr) 🧙♂️ RE @DeepMind (1yr) 📺 SWE @Google (3yrs) 🎓 @TU_Muenchen 👤 Fellow @nwspk
Sander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).
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)
Ross Wightman @wightmanr
18K Followers 1K Following Computer Vision @ 🤗. Ex head of Software, Firmware Engineering at a Canadian 🦄. Currently building ML, AI systems or investing in startups that do it better.
Sindy Löwe @sindy_loewe
3K Followers 360 Following PhD Student with @WellingMax at the University of Amsterdam. Deep Learning with Structured Representations.
Thomas G. Dietterich @tdietterich
50K Followers 505 Following Distinguished Professor (Emeritus), Oregon State Univ.; Former President, Assoc. for the Adv. of Artificial Intelligence; Robust AI & Comput. Sustainability
Pablo Samuel Castro @pcastr
10K Followers 814 Following Señor swesearcher @ Google DeepMind. Adjunct prof @ U de Montreal & Mila. Musician. From 🇪🇨 living in 🇨🇦.
Sara Hooker @sarahookr
39K Followers 7K Following I lead @CohereForAI. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, @trustworthy_ml. Changing spaces where breakthroughs happen.
rohan anil @_arohan_
12K Followers 2K Following Principal Engineer, @GoogleDeepMind Gemini. prev PaLM-2. Tinkering with optimization and distributed systems. opinions are my own.
Michal Valko @misovalko
5K Followers 2K Following Llama @AIatMeta Paris & Inria & MVA - Ex: Gemini and BYOL @GoogleDeepMind
Pierre Alquier @PierreAlquier
8K Followers 5K Following Professor of Statistics @ESSEC_AP 🇸🇬 // Previously @RIKEN_AIP 🇯🇵 @ENSAEparis 🇫🇷 @ucddublin 🇮🇪 🇪🇺 // random posts about research & birds photos // 🌈
Prof. Anima Anandkuma.. @AnimaAnandkumar
25K Followers 2K Following Bren Professor @caltech, Fmr Sr Director of #AI research @nvidia, Fmr Principal Scientist @awscloud, AI+Science, PDE, Neural operators. Views my own.
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.
Gergely Neu @neu_rips
9K Followers 666 Following ML theory nerd & AI non-enthusiast. thinking a lot about online learning these days!
Emtiyaz Khan @EmtiyazKhan
11K Followers 234 Following Team leader at @RIKEN_AIP_EN. Opinions my own. Follow me at https://t.co/jXDOS1HKXE
Nikita Durasov @nikitadurasov
174 Followers 175 Following PhD @ CVLAB 🇨🇭 @EPFL_en, CV @ @NVIDIAAI, making NNs safer and interpretable, DL/ML passionate, ex-@Apple, ex-@Amazon, ex-@SamsungResearch
Phung Cheng Fei @salmon_shitake
437 Followers 5K Following
Alo @Hal90910
0 Followers 2K Following
Daniel P Jeong @danielpjeong
62 Followers 273 Following PhD student @mldcmu @acmi_lab working on statistical ML for healthcare | prev: CS @Columbia ‘20, @NASAJPL
ZuH_dav @ZuhDav
121 Followers 535 Following ML Research intern @valence_ai, Ph.D candidate @UBCStatistics, GSoC' 23 @TuringLang. Working on scalable Bayesian computation; Julia lover; can't quit Vim
jacopo staiano @stjac.. @stjaco
1K Followers 5K Following *twitter won't let me follow you back so I put you in a private list*
Corrado Monti @c0rrad0m0nti
841 Followers 2K Following Researcher (opinion change, probabilistic models, and other social networks stuff) Mastodon: https://t.co/7llWbVxroR
Adam Hale @AdamHale2022
51 Followers 223 Following
Ryan Kelly @RP_Kelly98
45 Followers 307 Following PhD student at QUT in computational Bayesian statistics
Visual Inference Lab @visinf
416 Followers 278 Following Visual Inference Lab of @stefanroth at @TUDarmstadt. Research in Computer Vision and Machine Learning.
Hemanth @hemanthcpvh
98 Followers 959 Following
Gillosae Kim @gillosaekim
0 Followers 76 Following
Time Out @arcamachoX
280 Followers 3K Following
ز @z0hreh_
46 Followers 98 Following
katoro13 @katoro13___
23 Followers 54 Following Titech ICT B3 / LAIME / Kaggle🥉1 / SIGNATE 🥇1 🥉2 / NUS留学中🇸🇬
Arnaud Pannatier @ArnaudPannatier
416 Followers 235 Following PhD Student @francoisfleuret 's Machine Learning Group Idiap Research Institute - @Idiap_ch EDIC EPFL - @EPFL_en
Arif Ahmad @arif_ahmad_py
267 Followers 7K Following All things AI, Computer Science and Circuits! Prev. @GoogleAI
Patrik Kenfack @PatrikJoslin
20 Followers 107 Following PhD student. Research interests: Machine Learning | AI Fairness | Privacy | AI Ethics | Responsible AI
Xingtu Liu @MLTheory
53 Followers 153 Following Reinforcement Learning & Machine Learning Theory. Master’s Student @SFU_CompSci, Undergrad @UWaterloo.
kraken6293 @arnolmads
18 Followers 849 Following INFP faking INTJ | overachieved underachiever | 💅｜💻-ubernerding｜follow research 以及 记录生活和即兴的回忆和想法｜big fan of HxH ｜Furry maybe…🤔｜发疯自留地｜taken ｜kinky9203➕
feitochan @feito_chan
152 Followers 880 Following
Cuneyt G. Akcora @cuneytgurcan
292 Followers 1K Following Associate Prof of Finance and Computer Science at the University of Central Florida. XAI, graph machine learning and blockchains. I tend to read everything
Rahul Chouhan @Rahul_Chouhan
16K Followers 5K Following A #DataScience, #MachineLearning and #ArtificialIntelligence Enthusiast. Learning Japanese. Interested in Indian Politics!
Hamed Shirzad @HamedShirzad13
118 Followers 140 Following PhD student @UBC_CS Interested in Machine Learning on Graphs
Manuel Mondal @ManuelRMondal
1K Followers 2K Following Exploring CS, data science, law & philosophy. Mainly interested in graphs, machine learning and data protection legislation.
Aishwarya Gupta @_aish_gupta_
54 Followers 377 Following PhD Student, Computer Vision and Deep Learning, @IITKanpur | Research Engineer @Conduent (prev @Xerox)
lucie_nlp @lucie_nlp
4K Followers 4K Following #NLProc researcher, dreamer, traveller, space enthusiast. Comp. sci. prof @CaisaLab - @UniBonn, @LamarrInstitute . Past:Alexa,@CERN,@Google,@CVUTPraha
Jean Feng @Jean_J_Feng
496 Followers 458 Following UCSF assistant prof in biostatistics/epi. Interested in ML safety, reliability, and interpretability. I'm hiring! https://t.co/MPL7KLNQ4H
Minh Tri LÊ @le_minhtr
29 Followers 180 Following Doctor in Deep Learning Seeking an R&D role in AI | Available in Grenoble or remotely Interested in neural networks, innovation, R&D
Barbad @BarbadForoughi
0 Followers 1K Following
Chris Lance @chris1ance
78 Followers 573 Following Data scientist. LLMs and forecasting. Will keep coding even after AGI can do it for me.
Andrei Semenov @AndreiSemenov17
10 Followers 70 Following
Ahmed Alaa @_ahmedmalaa
1K Followers 1K Following Assistant Professor @UCBerkeley + @UCSF || Ex-@broadinstitute of MIT/Harvard, @MIT, @UCLA, @Cambridge_Uni, @UniofOxford || Machine Learning & AI for Medicine.
Bahador @Bahador_Bhm
2 Followers 762 Following
Johan de Aguas @JohanDH2O
652 Followers 2K Following PhD Student at UiO, Researcher at NIPH, Fulbright Scholar, Statistician, Economist, Industrial Engineer
Transactions on Machi.. @TmlrOrg
5K Followers 3 Following Transactions on Machine Learning Research (TMLR) is a new venue for dissemination of machine learning research
We discovered an optimizer, "Lion", with symbolic program search. In our experiments, it works well for some cases. Please check out arxiv.org/abs/2302.06675 for results and limitations.
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