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NeurIPS 2022: all accepted papers

2,834 papers · page 19 of 29 · the most cited first · ← NeurIPS 2022

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  1. Fine-Tuning Language Models Over Slow Networks Using Activation Quantization with Guarantees ↗Jue Wang, Binhang Yuan, Luka Rimanić et al.2 citations
  2. Follow-The-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback ↗Yan Dai, Haipeng Luo, Liyu Chen2 citations
  3. Free Probability for Predicting the Performance of Feed-Forward Fully Connected Neural Networks ↗Reda Chhaibi, Tariq Daouda, Ezéchiel Kahn2 citations
  4. From Gradient Flow on Population Loss to Learning with Stochastic Gradient Descent ↗Christopher De, Satyen Kale, Jason D. Lee et al.2 citations
  5. Generalization Gap in Amortized Inference ↗Mingtian Zhang, Peter Hayes, David Barber2 citations
  6. Global Convergence of Direct Policy Search for State-Feedback H8 Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential ↗Xingang Guo, Bin Hu2 citations
  7. Globally Convergent Policy Search for Output Estimation ↗Jack Umenberger, Max Simchowitz, Juan C. Perdomo et al.2 citations
  8. Gradient Estimation with Discrete Stein Operators ↗Jiaxin Shi, Yuhao Zhou, Jessica Park Hwang et al.2 citations
  9. Graph Scattering Beyond Wavelet Shackles ↗Christian Koke, Gitta Kutyniok2 citations
  10. Graphein - A Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks ↗Arian R. Jamasb, Ramon Viñas Torné, Eric J. Ma et al.2 citations
  11. HandMeThat: Human-Robot Communication in Physical and Social Environments ↗Yanming Wan, Jiayuan Mao, Joshua B. Tenenbaum2 citations
  12. HierSpeech: Bridging the Gap Between Text and Speech by Hierarchical Variational Inference Using Self-Supervised Representations for Speech Synthesis ↗Sang-Hoon Lee, Seung-Bin Kim, Ji-Hyun Lee et al.2 citations
  13. How Sampling Impacts the Robustness of Stochastic Neural Networks ↗Sina Däubener, Asja Fischer2 citations
  14. Hub-Pathway: Transfer Learning from a Hub of Pre-Trained Models ↗Yang Shu, Zhangjie Cao, Ziyang Zhang et al.2 citations
  15. Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking ↗Ruofan Wu, Junmin Zhong, Brent Wallace et al.2 citations
  16. HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding ↗Yi Shi Xu, Dongsheng Wang, Bo Chen et al.2 citations
  17. Identification, Amplification and Measurement: A Bridge to Gaussian Differential Privacy ↗Yi Liu, Ke Sun, Bei Jiang et al.2 citations
  18. Implicit Neural Representations with Levels-Of-Experts ↗Zekun Hao, Arun Mallya, Serge Belongie et al.2 citations
  19. Improved Techniques for Deterministic L2 Robustness ↗Sahil Singla, Soheil Feizi2 citations
  20. Improving Zero-Shot Generalization in Offline Reinforcement Learning Using Generalized Similarity Functions ↗Bogdan Mazoure, Ilya Kostrikov, Ofir Nachum et al.2 citations
  21. Incentivizing Combinatorial Bandit Exploration ↗Xinyan Hu, Dung Daniel Ngo, Aleksandrs Slivkins et al.2 citations
  22. Interaction-Grounded Learning with Action-Inclusive Feedback ↗Tengyang Xie, Akanksha Saran, Dylan J. Foster et al.2 citations
  23. Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations ↗Miao Zhang, Wei Huang, Bin Yang2 citations
  24. Is Sortition Both Representative and Fair? ↗Soroush Ebadian, Gregory Kehne, Evi Micha et al.2 citations
  25. JAWS: Auditing Predictive Uncertainty Under Covariate Shift ↗Drew Prinster, Anqi Liu, Suchi Saria2 citations
  26. Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation ↗Hyeokjun Kweon, Kuk‐Jin Yoon2 citations
  27. Kernel Memory Networks: A Unifying Framework for Memory Modeling ↗Georgios Iatropoulos, Johanni Brea, Wulfram Gerstner2 citations
  28. Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks ↗Lirong Wu, Haitao Lin, Yufei Huang et al.2 citations
  29. LOT: Layer-Wise Orthogonal Training on Improving L2 Certified Robustness ↗Xiaojun Xu, Linyi Li, Bo Li2 citations
  30. Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game ↗Zhiyuan Yao, Zihan Ding2 citations
  31. Learning Generalizable Part-Based Feature Representation for 3D Point Clouds ↗Xin Wei, Xiang Gu, Jian Sun2 citations
  32. Learning Modular Simulations for Homogeneous Systems ↗Jayesh K. Gupta, Sai H. Vemprala, Ashish Kapoor2 citations
  33. Learning NP-Hard Multi-Agent Assignment Planning Using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-Learning ↗Hyunwook Kang, Taehwan Kwon, Jinkyoo Park et al.2 citations
  34. Learning Neural Set Functions Under the Optimal Subset Oracle ↗Zijing Ou, Tingyang Xu, Qinliang Su et al.2 citations
  35. Learning Superpoint Graph Cut for 3D Instance Segmentation ↗Le Hui, Linghua Tang, Yaqi Shen et al.2 citations
  36. Learning from Stochastically Revealed Preference ↗John R. Birge, Xiaocheng Li, Chunlin Sun2 citations
  37. Learning in Congestion Games with Bandit Feedback ↗Qiwen Cui, Zhihan Xiong, Maryam Fazel et al.2 citations
  38. Learning to Follow Instructions in Text-Based Games ↗Mathieu Tuli, Andrew C. Li, Pashootan Vaezipoor et al.2 citations
  39. Learning to Mitigate AI Collusion on Economic Platforms ↗Gianluca Brero, Eric Mibuari, Nicolas Lepore et al.2 citations
  40. Learning to Navigate Wikipedia by Taking Random Walks ↗Manzil Zaheer, Kenneth Marino, Will Grathwohl et al.2 citations
  41. Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures ↗Emmanuel A. Abbe, Samy Bengio, Elisabetta Cornacchia et al.2 citations
  42. Learning to Share in Networked Multi-Agent Reinforcement Learning ↗Yuxuan Yi, Ge Li, Yaowei Wang et al.2 citations
  43. Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits ↗Gergely Neu, Iuliia Olkhovskaia, Matteo Papini et al.2 citations
  44. List-Decodable Sparse Mean Estimation Via Difference-Of-Pairs Filtering ↗Ilias Diakonikolas, Daniel M. Kane, Sushrut Karmalkar et al.2 citations
  45. LobsDICE: Offline Learning from Observation Via Stationary Distribution Correction Estimation ↗Geon-Hyeong Kim, Jongmin Lee, Youngsoo Jang et al.2 citations
  46. Local Spatiotemporal Representation Learning for Longitudinally-Consistent Neuroimage Analysis ↗Mengwei Ren, Neel Dey, Martin Andreas Styner et al.2 citations
  47. Locally Hierarchical Auto-Regressive Modeling for Image Generation ↗Tackgeun You, Saehoon Kim, Saehoon Kim et al.2 citations
  48. Look Around and Refer: 2D Synthetic Semantics Knowledge Distillation for 3D Visual Grounding ↗Eslam Bakr, Yasmeen Alsaedy, Mohamed Elhoseiny2 citations
  49. Lost in Latent Space: Examining Failures of Disentangled Models at Combinatorial Generalisation ↗Milton L. Montero, Jeffrey S. Bowers, Rui Ponte Costa et al.2 citations
  50. MABSplit: Faster Forest Training Using Multi-Armed Bandits ↗Mo Tiwari, Ryan Kang, Jaeyong Lee et al.2 citations
  51. MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-Text Matching ↗Yan (Violet) Huang, Yuming Wang, Yunan Zeng et al.2 citations
  52. Meta-Learning with Self-Improving Momentum Target ↗Jihoon Tack, Jongjin Park, Hankook Lee et al.2 citations
  53. Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification ↗Junpei Komiyama, Taira Tsuchiya, Junya Honda2 citations
  54. Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits ↗Junwen Yang, Vincent Y. F. Tan2 citations
  55. Misspecified Phase Retrieval with Generative Priors ↗Zhaoqiang Liu, Xinshao Wang, Jiulong Liu2 citations
  56. Model Zoos: A Dataset of Diverse Populations of Neural Network Models ↗Konstantin Schürholt, Diyar Taskiran, Boris A. Knyazev et al.2 citations
  57. Moderate-Fitting as a Natural Backdoor Defender for Pre-Trained Language Models ↗Biru Zhu, Yujia Qin, Ganqu Cui et al.2 citations
  58. Most Activation Functions Can Win the Lottery Without Excessive Depth ↗Rebekka Burkholz2 citations
  59. Movement Penalized Bayesian Optimization with Application to Wind Energy Systems ↗Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Andreas Krause et al.2 citations
  60. MsSVT: Mixed-Scale Sparse Voxel Transformer for 3D Object Detection on Point Clouds ↗Shaocong Dong, Lihe Ding, Haiyang Wang et al.2 citations
  61. Multiview Human Body Reconstruction from Uncalibrated Cameras ↗Zhixuan Yu, Linguang Zhang, Yuanlu Xu et al.2 citations
  62. Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs ↗Andrea Tirinzoni, Aymen Al Marjani, Emilie Kaufmann2 citations
  63. Near-Optimal Private and Scalable k-Clustering ↗Vincent Cohen-Addad, Alessandro Epasto, Vahab Mirrokni et al.2 citations
  64. Neuron with Steady Response Leads to Better Generalization ↗Qiang Fu, Lun Du, Haitao Mao et al.2 citations
  65. Non-Convex Online Learning Via Algorithmic Equivalence ↗Udaya Ghai, Zhou Lü, Elad Hazan2 citations
  66. Non-Monotonic Resource Utilization in the Bandits with Knapsacks Problem ↗Raunak Kumar, Robert Kleinberg2 citations
  67. Non-Stationary Bandits Under Recharging Payoffs: Improved Planning with Sublinear Regret ↗Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai2 citations
  68. On Efficient Online Imitation Learning Via Classification ↗Yichen Li, Chicheng Zhang2 citations
  69. On Elimination Strategies for Bandit Fixed-Confidence Identification ↗Andrea Tirinzoni, Rémy Degenne2 citations
  70. On Global Convergence of ResNets: From Finite to Infinite Width Using Linear Parameterization ↗Raphaël Barboni, Gabriel Peyré A, François‐Xavier Vialard2 citations
  71. On a Mallows-Type Model for (Ranked) Choices ↗Yifan Feng, Yuxuan Tang2 citations
  72. On the Detrimental Effect of Invariances in the Likelihood for Variational Inference ↗Richard Kurle, Ralf Herbrich, Tim Januschowski et al.2 citations
  73. On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias ↗Itay Safran, Gal Vardi, Jason D. Lee2 citations
  74. On the Generalization of Learning Algorithms that Do Not Converge ↗Nisha Chandramoorthy, Andreas Loukas, Khashayar Gatmiry et al.2 citations
  75. On the Role of Overparameterization in Off-Policy Temporal Difference Learning with Linear Function Approximation ↗Valentin Thomas2 citations
  76. On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL ↗Jinglin Chen, Aditya Modi, Akshay Krishnamurthy et al.2 citations
  77. One for All: Simultaneous Metric and Preference Learning Over Multiple Users ↗Gregory Canal, Blake Mason, Ramya Korlakai Vinayak et al.2 citations
  78. Online Frank-Wolfe with Arbitrary Delays ↗Yuanyu Wan, Wei-Wei Tu, Lijun Zhang2 citations
  79. Optimal Efficiency-Envy Trade-Off Via Optimal Transport ↗Steven Yin, Christian Kroer2 citations
  80. Optimal Positive Generation Via Latent Transformation for Contrastive Learning ↗Yinqi Li, Hong Chang, Bingpeng Ma et al.2 citations
  81. Optimal Transport of Classifiers to Fairness ↗Maarten Buyl, Tijl De Bie2 citations
  82. Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees ↗Daniil Tiapkin, Denis Vital'evich Belomestny, Daniele Calandriello et al.2 citations
  83. Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization ↗Huaibo Huang, Xiaoqiang Zhou, Ran He2 citations
  84. Overparameterization from Computational Constraints ↗Sanjam Garg, Somesh Jha, Saeed Mahloujifar et al.2 citations
  85. PALMER: Perception - Action Loop with Memory for Long-Horizon Planning ↗Onur Beker, Mohammad Hadi Mohammadi, Amir Zamir2 citations
  86. PDSketch: Integrated Domain Programming, Learning, and Planning ↗Jiayuan Mao, Tomás Lozano‐Pérez, Joshua B. Tenenbaum et al.2 citations
  87. Parallel Tempering with a Variational Reference ↗Nikola Surjanovic, Saifuddin Syed, Alexandre Bouchard‐Côté et al.2 citations
  88. Peer Prediction for Learning Agents ↗Shi Feng, Fang-Yi Yu, Yiling Chen2 citations
  89. Performative Power ↗Moritz Hardt, Meena Jagadeesan, Celestine Dünner2 citations
  90. Planning for Sample Efficient Imitation Learning ↗Zhao-Heng Yin, Weirui Ye, Qifeng Chen et al.2 citations
  91. Pluralistic Image Completion with Gaussian Mixture Models ↗Xiaobo Xia, Wenhao Yang, Jie Ren et al.2 citations
  92. Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems ↗Eric Yu, Zhizhen Qin, Min Kyung Lee et al.2 citations
  93. Posterior Matching for Arbitrary Conditioning ↗Ryan R. Strauss, Junier B. Oliva2 citations
  94. Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments ↗Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chétouani2 citations
  95. Precise Regret Bounds for Log-Loss Via a Truncated Bayesian Algorithm ↗Changlong Wu, Mohsen Heidari, Ananth Grama et al.2 citations
  96. Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization ↗Zijie Zhang, Yang Zhou, Xin Zhao et al.2 citations
  97. Provable Generalization of Overparameterized Meta-Learning Trained with SGD ↗Yu Huang, Yingbin Liang, Longbo Huang2 citations
  98. Provably Feedback-Efficient Reinforcement Learning Via Active Reward Learning ↗Dingwen Kong, Lin Yang2 citations
  99. Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social Text Classification ↗Karish Grover, S. M. Phaneendra Angara, Md Shad Akhtar et al.2 citations
  100. Pushing the Limits of Fairness Impossibility: Who's the Fairest of Them All? ↗Brian Hsu, Rahul Mazumder, Preetam Nandy et al.2 citations

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