hunoutl/paperlists huggingface dataset:
Title: A Theoretical Analysis of the Learning Dynamics under Class Imbalance
Authors: Emanuele Francazi, Marco Baity-Jesi, Aurelien Lucchi
Affiliations: SIAM Department, Eawag (ETH), Switzerland; Physics Department, EPFL, Switzerland; Department of Mathematics and Computer Science, University of Basel, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Disentangled Multi-Fidelity Deep Bayesian Active Learning
Authors: Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Yi-An Ma, Rose Yu
Affiliations: Department of Computer Science and Engineering, University of California San Diego, La Jolla, USA; The Roux Institute, Northeastern University, Portland, USA; Halıcıoğlu Data Science Institute, University of California San Diego, La Jolla, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Forward Invariance of Neural ODEs
Authors: Wei Xiao, Tsun-Hsuan Wang, Ramin Hasani, Mathias Lechner, Yutong Ban, Chuang Gan, Daniela Rus
Affiliations: MIT-IBM Watson AI Lab; Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Principled Offline RL in the Presence of Rich Exogenous Information
Authors: Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Didolkar, Dipendra Misra, Xin Li, Harm Van Seijen, Remi Tachet Des Combes, John Langford
Affiliations: University of Montreal, Quebec AI Institute; Beijing Institute of Technology, Beijing; Microsoft Research, Montreal; McGill University, Quebec AI Institute; University of Alberta; Meta, New York; Microsoft Research, New York
Conference: icml 2023 (main track)
Decision: Poster
Title: Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests
Authors: Lingxiao Yang, Hongzhi You, Zonglei Zhen, Da-Hui Wang, Xiaohong Wan, Xiaohua Xie, Ru-Yuan Zhang
Affiliations: Sun Yat-sen University, China; Beijing Normal University, China; Shanghai Jiao Tong University, China; University of Electronic Science and Technology of China, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs
Authors: Kaiwen Zheng, Cheng Lu, Jianfei Chen, Jun Zhu
Affiliations: Dept. of Comp. Sci. & Tech., Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University; Pazhou Lab (Huangpu), Guangzhou, China; Dept. of Comp. Sci. & Tech., Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation
Authors: Maohao Shen, Yuheng Bu, Gregory Wornell
Affiliations: Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, USA; Department of Electrical & Computer Engineering, University of Florida, Gainesville, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Robust and Scalable Bayesian Online Changepoint Detection
Authors: Matias Altamirano, François-Xavier Briol, Jeremias Knoblauch
Affiliations: Department of Statistical Science, University College London, London, United Kingdom; The Alan Turing Institute, London, United Kingdom; Department of Statistical Science, University College London, London, United Kingdom
Conference: icml 2023 (main track)
Decision: Poster
Title: Delayed Bandits: When Do Intermediate Observations Help?
Authors: Emmanuel Esposito, Saeed Masoudian, Hao Qiu, Dirk van der Hoeven, Nicolò Cesa-Bianchi, Yevgeny Seldin
Affiliations: Korteweg-de Vries Institute for Mathematics University of Amsterdam, Amsterdam, Netherlands; Universit `a degli Studi di Milano, Milan, Italy; Universit `a degli Studi di Milano, Milan, Italy; Istituto Italiano di Tecnologia, Genoa, Italy; University of Copenhagen, Copenhagen, Denmark; Universit `a degli Studi di Milano, Milan, Italy; Politecnico di Milano, Milan, Italy
Conference: icml 2023 (main track)
Decision: Poster
Title: Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion
Authors: Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Alberto Marchesi, Francesco Trovò, Nicola Gatti
Affiliations: Department of Computing Sciences, Universit `a Bocconi, Milan, Italy; Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
Conference: icml 2023 (main track)
Decision: Poster
Title: Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data
Authors: Hien Dang, Tho Tran, Stanley Osher, Hung Tran-The, Nhat Ho, Tan Nguyen
Affiliations: Department of Mathematics, University of California, Los Angeles, USA; FPT Software AI Center, Vietnam; Department of Statistics and Data Sciences, University of Texas at Austin, USA; Department of Mathematics, National University of Singapore, Singapore; Applied Artificial Intelligence Institute, Deakin University, Victoria, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function
Authors: Elissa Mhanna, Mohamad Assaad
Affiliations: Universit&eacute; Paris-Saclay, CNRS, CentraleSup&eacute;lec, Laboratoire des signaux et syst&egrave;mes, 91190, Gif-sur-Yvette, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Information-Theoretic State Space Model for Multi-View Reinforcement Learning
Authors: HyeongJoo Hwang, Seokin Seo, Youngsoo Jang, Sungyoon Kim, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim
Affiliations: School of Computing, KAIST, Daejeon, South Korea; Kim Jaechul Graduate School of AI, KAIST, Daejeon, South Korea; LG AI Research, Seoul, South Korea
Conference: icml 2023 (main track)
Decision: Oral
Title: DiscoBAX - Discovery of optimal intervention sets in genomic experiment design
Authors: Clare Lyle, Arash Mehrjou, Pascal Notin, Andrew Jesson, Stefan Bauer, Yarin Gal, Patrick Schwab
Affiliations: 1University of Oxford, 2Google DeepMind; 1University of Oxford; 4Helmholtz AI, 5Technical University of Munich; †3GlaxoSmithKline
Conference: icml 2023 (main track)
Decision: Poster
Title: Faster Rates of Convergence to Stationary Points in Differentially Private Optimization
Authors: Raman Arora, Raef Bassily, Tomás González, Cristóbal Guzmán, Michael Menart, Enayat Ullah
Affiliations: Department of Computer Science, The Johns Hopkins University; Institute for Mathematical and Computational Engineering, Pontificia Universidad Católica de Chile; Department of Computer Science & Engineering, The Ohio State University
Conference: icml 2023 (main track)
Decision: Poster
Title: Neural Algorithmic Reasoning with Causal Regularisation
Authors: Beatrice Bevilacqua, Kyriacos Nikiforou, Borja Ibarz, Ioana Bica, Michela Paganini, Charles Blundell, Jovana Mitrovic, Petar Veličković
Affiliations: Purdue University; DeepMind
Conference: icml 2023 (main track)
Decision: Poster
Title: Uncertainty Estimation by Fisher Information-based Evidential Deep Learning
Authors: Danruo Deng, Guangyong Chen, Yang Yu, Furui Liu, Pheng-Ann Heng
Affiliations: 1Department of Computer Science and Engineering, The Chinese University of Hong Kong; 2Institute of Medical Intelligence and XR, The Chinese University of Hong Kong; 3Zhejiang Lab
Conference: icml 2023 (main track)
Decision: Poster
Title: EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional Compression
Authors: Kaja Gruntkowska, Alexander Tyurin, Peter Richtárik
Affiliations: University of Warwick, United Kingdom (Work performed during a Summer research internship at KAUST); King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
Conference: icml 2023 (main track)
Decision: Poster
Title: Group Equivariant Fourier Neural Operators for Partial Differential Equations
Authors: Jacob Helwig, Xuan Zhang, Cong Fu, Jerry Kurtin, Stephan Wojtowytsch, Shuiwang Ji
Affiliations: Department of Computer Science & Engineering, Texas A&M University, TX, USA; Department of Mathematics, Texas A&M University, TX, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation
Authors: Zhaoyan Liu, Noël Vouitsis, Satya Krishna Gorti, Jimmy Ba, Gabriel Loaiza-Ganem
Affiliations: University of Toronto, Toronto, Canada; Vector Institute, Toronto, Canada; Layer 6 AI, Toronto, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies
Authors: Ilyas Fatkhullin, Anas Barakat, Anastasia Kireeva, Niao He
Affiliations: Department of Mathematics, ETH Zurich, Switzerland; Department of Computer Science, ETH Zurich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Continual Learning in Linear Classification on Separable Data
Authors: Itay Evron, Edward Moroshko, Gon Buzaglo, Maroun Khriesh, Badea Marjieh, Nathan Srebro, Daniel Soudry
Affiliations: Department of Electrical and Computer Engineering, Technion, Haifa, Israel; Toyota Technological Institute at Chicago, Chicago IL, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing
Authors: Aditya Desai, Keren Zhou, Anshumali Shrivastava
Affiliations: Department of Computer Science, Rice University, Houston, Texas, United States; ThirdAI Corp, Houston, Texas, United States; Department of Computer Science, Rice University, Houston, Texas, United States
Conference: icml 2023 (main track)
Decision: Poster
Title: Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity
Authors: Xuxing Chen, Minhui Huang, Shiqian Ma, Krishnakumar Balasubramanian
Affiliations: Department of Mathematics, University of California, Davis, USA; Department of Statistics, University of California, Davis, USA; Department of Electrical and Computer Engineering, University of California, Davis, USA; Department of Computational Applied Mathematics and Operations Research, Rice University, Houston, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
Authors: Jiaxuan Chen, Yu Qi, Gang Pan
Affiliations: State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou, China; College of Computer Science and Technology, Zhejiang University, Hangzhou, China; MOE Frontier Science Center for Brain Science and Brain-Machine Integration, Zhejiang University, Hangzhou, China
Conference: icml 2023 (main track)
Decision: Poster
Title: A Generalization of ViT/MLP-Mixer to Graphs
Authors: Xiaoxin He, Bryan Hooi, Thomas Laurent, Adam Perold, Yann LeCun, Xavier Bresson
Affiliations: New York University; School of Computing, University of Singapore; Element, Inc.; Loyola Marymount University; Institute of Data Science, National University of Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning
Authors: Wu Lin, Valentin Duruisseaux, Melvin Leok, Frank Nielsen, Mohammad Emtiyaz Khan, Mark Schmidt
Affiliations: University of British Columbia, Vancouver, Canada; CIFAR AI Chair, Alberta Machine Intelligence Institute, Alberta, Canada; Sony Computer Science Laboratories Inc., Tokyo, Japan; University of California San Diego, San Diego, USA; RIKEN Center for Advanced Intelligence Project, Tokyo, Japan; University of British Columbia, Vancouver, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC
Authors: Yilun Du, Conor Durkan, Robin Strudel, Joshua B. Tenenbaum, Sander Dieleman, Rob Fergus, Jascha Sohl-Dickstein, Arnaud Doucet, Will Grathwohl
Affiliations: MIT; Google Deepmind
Conference: icml 2023 (main track)
Decision: Poster
Title: Algorithmic Collective Action in Machine Learning
Authors: Moritz Hardt, Eric Mazumdar, Celestine Mendler-Dünner, Tijana Zrnic
Affiliations: UC Berkeley; Caltech; Max Planck Institute for Intelligent Systems, Tübingen, and Tübingen AI Center; Max Planck Institute for Intelligent Systems, Tübingen
Conference: icml 2023 (main track)
Decision: Poster
Title: Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects
Authors: Naoufal Acharki, Ramiro Lugo, Antoine Bertoncello, Josselin Garnier
Affiliations: 1CMAP, Ecole polytechnique, Institut Polytechnique de Paris, Palaiseau, France; 2TotalEnergies One Tech, Palaiseau, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
Authors: Chanyeong Kim, Jongwoong Park, Hyunglip Bae, Woo Chang Kim
Affiliations: Department of Industrial and Systems Engineering, KAIST, Daejeon, Republic of Korea; NCSOFT Corporation, Seongnam, Republic of Korea
Conference: icml 2023 (main track)
Decision: Oral
Title: Half-Hop: A graph upsampling approach for slowing down message passing
Authors: Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Veličković, Eva L. Dyer
Affiliations: DeepMind; Georgia Tech
Conference: icml 2023 (main track)
Decision: Poster
Title: Disentangled Multiplex Graph Representation Learning
Authors: Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
Affiliations: Department of Computer Science, City, University of London, London, United Kingdom; Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China; School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces
Authors: Javier E. Santos, Zachary Fox, Nicholas Lubbers, Yen Ting Lin
Affiliations: Computational Earth Science Group (EES-16), Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA; Information Sciences Group (CCS-3), Computer, Computational and Statistical Sciences Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation
Authors: Eli Chien, Jiong Zhang, Cho-Jui Hsieh, Jyun-Yu Jiang, Wei-Cheng Chang, Olgica Milenkovic, Hsiang-Fu Yu
Affiliations: Amazon, USA; Department of CS, University of California, Los Angeles, USA; Department of ECE, University of Illinois Urbana-Champaign, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction
Authors: Georgii Novikov, Daniel Bershatsky, Julia Gusak, Alex Shonenkov, Denis Dimitrov, Ivan Oseledets
Affiliations: AIRI, Moscow, Russia; Center for Artificial Intelligence Technology, Skolkovo Institute of Science and Technology, Moscow, Russia
Conference: icml 2023 (main track)
Decision: Poster
Title: SE(3) diffusion model with application to protein backbone generation
Authors: Jason Yim, Brian L. Trippe, Valentin De Bortoli, Emile Mathieu, Arnaud Doucet, Regina Barzilay, Tommi Jaakkola
Affiliations: Department of Statistics, University of Oxford, Oxford, United Kingdom; Department of Engineering, University of Cambridge, Cambridge, United Kingdom; Department of Statistics, Columbia University, New York, USA; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Massachusetts, USA; Center for Sciences of Data, French National Centre for Scientific Research, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Propensity Matters: Measuring and Enhancing Balancing for Recommendation
Authors: Haoxuan Li, Yanghao Xiao, Chunyuan Zheng, Peng Wu, Peng Cui
Affiliations: University of Chinese Academy of Sciences; Beijing Technology and Business University; Peking University; Tsinghua University; University of California, San Diego
Conference: icml 2023 (main track)
Decision: Poster
Title: Provably Learning Object-Centric Representations
Authors: Jack Brady, Roland S. Zimmermann, Yash Sharma, Bernhard Schölkopf, Julius von Kügelgen, Wieland Brendel
Affiliations: MPI for Intelligent Systems, Tübingen; MPI for Intelligent Systems, Tübingen; Department of Engineering, University of Cambridge, Cambridge, United Kingdom; MPI for Intelligent Systems, Tübingen; Tübingen AI Center, Tübingen; Tübingen AI Center, Tübingen; University of Tübingen, Tübingen, Germany
Conference: icml 2023 (main track)
Decision: Oral
Title: A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
Authors: Shengchao Liu, Weitao Du, Zhiming Ma, Hongyu Guo, Jian Tang
Affiliations: Mila - Quebec AI Institute, Canada; HEC Montreal, Canada; Mila - Quebec AI Institute, Canada; Universite de Montreal, Canada; National Research Council Canada, Canada; Chinese Academy of Sciences, China
Conference: icml 2023 (main track)
Decision: Poster
Title: TabLeak: Tabular Data Leakage in Federated Learning
Authors: Mark Vero, Mislav Balunović, Dimitar I. Dimitrov, Martin Vechev
Affiliations: Department of Information Technology and Electrical Engineering, ETH Zurich, Zurich, Switzerland; Department of Computer Science, ETH Zurich, Zurich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Learning Geometric Eigen-Lengths Crucial for Fitting Tasks
Authors: Yijia Weng, Kaichun Mo, Ruoxi Shi, Yanchao Yang, Leonidas Guibas
Affiliations: Stanford University; Stanford University, NVIDIA Research; Shanghai Jiao-tong University; Stanford University, HKU
Conference: icml 2023 (main track)
Decision: Poster
Title: Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization
Authors: Shinsaku Sakaue, Taihei Oki
Affiliations: The University of Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization
Authors: Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo
Affiliations: The University of Tokyo, 7-chome-3-1 Hongo, Bunkyo City, Tokyo 113-8654, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Networks
Authors: Jiachen Yao, Chang Su, Zhongkai Hao, Songming Liu, Hang Su, Jun Zhu
Affiliations: Dept. of Comp. Sci. & Tech., Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University; Dept. of Comp. Sci. & Tech., Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models
Authors: Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang
Affiliations: Department of Electronic Engineering, Tsinghua University, Beijing, China; Microsoft Research, Redmond, Washington, U.S.A.
Conference: icml 2023 (main track)
Decision: Poster
Title: Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework
Authors: Arman Rahbar, Ashkan Panahi, Morteza Haghir Chehreghani, Devdatt Dubhashi, Hamid Krim
Affiliations: Department of Computer Science and Engineering, Chalmers University of Technology, SE-412 96 Gothenburg, Sweden; Electrical and Computer Engineering Department, North Carolina State University, Raleigh, NC 27606, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Multisample Flow Matching: Straightening Flows with Minibatch Couplings
Authors: Aram-Alexandre Pooladian, Heli Ben-Hamu, Carles Domingo-Enrich, Brandon Amos, Yaron Lipman, Ricky T. Q. Chen
Affiliations: Courant Institute of Mathematical Sciences, NYU; Weizmann Institute of Science; Meta AI (FAIR); Meta AI (FAIR), Center for Data Science, NYU
Conference: icml 2023 (main track)
Decision: Poster
Title: Scaling of Class-wise Training Losses for Post-hoc Calibration
Authors: Seungjin Jung, Seungmo Seo, Yonghyun Jeong, Jongwon Choi
Affiliations: 1Department of Artificial Intelligence, Chung-Ang University, Seoul, Korea 3Department of Advanced Imaging, Chung-Ang University, Seoul, Korea; 1Department of Artificial Intelligence, Chung-Ang University, Seoul, Korea; 1Department of Artificial Intelligence, Chung-Ang University, Seoul, Korea 2Naver CLOV A, Seongnam, Korea; 2Naver CLOV A, Seongnam, Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data
Authors: Yonggui Yan, Jie Chen, Pin-Yu Chen, Xiaodong Cui, Songtao Lu, Yangyang Xu
Affiliations: Department of Mathematical Sciences, Rensselaer Polytechnic Institute, Troy, NY, USA; Thomas J. Watson Research Center, IBM Research, Yorktown Heights, NY, USA; MIT IBM-Watson AI Lab, IBM Research, Cambridge, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction
Authors: Yongxin Guo, Xiaoying Tang, Tao Lin
Affiliations: 4. Research Center for Industries of the Future, Westlake University 5. School of Engineering, Westlake University; 1. School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, China 2. The Shenzhen Institute of Artificial Intelligence and Robotics for Society; 1. School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, Guangdong 518172, China 2. The Shenzhen Institute of Artificial Intelligence and Robotics for Society 3. The Guangdong Provincial Key Laboratory of Future Networks of Intelligence, The Chinese University of Hong Kong (Shenzhen), Shenzhen 518172, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism.
Authors: Aude Sportisse, Hugo Schmutz, Olivier Humbert, Charles Bouveyron, Pierre-Alexandre Mattei
Affiliations: Universit´e Cˆote d’Azur, Inria, Maasai, LJAD, CNRS; Universit´e Cˆote d’Azur, TIRO-MATOS, UMR CEA E4320
Conference: icml 2023 (main track)
Decision: Oral
Title: DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm
Authors: Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin
Affiliations: Google Inc., Los Angeles, CA, USA; Decision Intelligence Lab, Alibaba US, Bellevue, WA, USA; Center for Machine Learning Research, Peking University, Beijing, P. R. China; AI for Science Institute, Beijing, P. R. China; National Engineering Labratory for Big Data Analytics and Applications, Beijing, P. R. China; Department of Mathematics, University of California, Los Angeles, CA, USA; Department of Mathematics, Princeton University, Princeton, NJ, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank
Authors: Quentin Garrido, Randall Balestriero, Laurent Najman, Yann LeCun
Affiliations: 1Meta AI - FAIR, 3Courant Institute, New York University, 4Center for Data Science, New York University; 1Meta AI - FAIR; 2Univ Gustave Eiffel, CNRS, LIGM, F-77454 Marne-la-Vallée, France; 1Meta AI - FAIR, 2Univ Gustave Eiffel, CNRS, LIGM, F-77454 Marne-la-Vallée, France
Conference: icml 2023 (main track)
Decision: Oral
Title: VIMA: Robot Manipulation with Multimodal Prompts
Authors: Yunfan Jiang, Agrim Gupta, Zichen Zhang, Guanzhi Wang, Yongqiang Dou, Yanjun Chen, , Li Fei-Fei, Anima Anandkumar, Yuke Zhu, Linxi Fan
Affiliations: NVIDIA; UT Austin; Macalester College, now at Allen Institute for AI; NVIDIA; NVIDIA; Caltech; Tsinghua; Stanford University
Conference: icml 2023 (main track)
Decision: Poster