hunoutl/paperlists huggingface dataset:
Title: A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
Authors: Songtao Lu, Siliang Zeng, Xiaodong Cui, Mark Squillante, Lior Horesh, Brian Kingsbury, Jia Liu, Mingyi Hong
Affiliations: Dept. of Electrical and Computer Engineering, The Ohio State University, Columbus, OH 43210; Dept. of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN 55455; IBM Research, Thomas J. Watson Research Center, Yorktown Heights, NY 10598
Conference: nips 2022 (main track)
Keywords: Decentralized bilevel optimization;stochastic linearized augmented Lagrangian method (SLAM);multi-agent actor-critic algorithm
Decision: Poster
Title: Flexible Diffusion Modeling of Long Videos
Authors: William Harvey, Saeid Naderiparizi, Vaden Masrani, Christian Weilbach, Frank Wood
Affiliations: Department of Computer Science, University of British Columbia, Vancouver, Canada; Montréal Institute for Learning Algorithms (Mila); Inverted AI; Department of Computer Science, University of British Columbia, Vancouver, Canada
Conference: nips 2022 (main track)
Keywords: generative modeling;denoising diffusion probabilistic model;video modeling
Decision: Poster
Title: Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation
Authors: Donghyeon Baek, Youngmin Oh, Sanghoon Lee, Junghyup Lee, Bumsub Ham
Affiliations: Yonsei University; Yonsei University, Korea Institute of Science and Technology (KIST)
Conference: nips 2022 (main track)
Keywords: class-incremental learning;continual learning;incremental learning;semantic segmentation
Decision: Poster
Title: LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery
Authors: Chun-Han Yao, Wei-Chih Hung, Yuanzhen Li, Michael Rubinstein, Ming-Hsuan Yang, Varun Jampani
Affiliations: Waymo; UC Merced, Yonsei University; UC Merced; Google Research
Conference: nips 2022 (main track)
Keywords: Articulated shape;sparse-view optimization;3D part discovery
Decision: Poster
Title: Conditional Meta-Learning of Linear Representations
Authors: Giulia Denevi
Affiliations: University College of London (UK) & Istituto Italiano di Tecnologia (Italy); Leonardo Labs (Italy); Istituto Italiano di Tecnologia (Italy) & University College of London (UK)
Conference: nips 2022 (main track)
Keywords: Conditional Meta-Learning;Linear Representation Learning;Statistical Learning Theory;Online Learning
Decision: Poster
Title: Improving Transformer with an Admixture of Attention Heads
Authors: Tan Nguyen, Tam Nguyen, Hai Do, Khai Nguyen, Vishwanath Saragadam, Minh Pham, Khuong Duy Nguyen, Nhat Ho, Stanley Osher
Affiliations: FPT Software AI Center; Department of Statistics and Data Sciences, University of Texas at Austin; Department of ECE, Rice University; Department of Mathematics, University of California, Los Angeles
Conference: nips 2022 (main track)
Keywords: transformer;admixture;attentions;redundant heads
Decision: Poster
Title: RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
Authors: Xuanhong Chen, Kairui Feng, Naiyuan Liu, Bingbing Ni, Yifan Lu, Zhengyan Tong, Ziang Liu
Affiliations: Princeton University; Brown University; University of Technology Sydney; Shanghai Jiao Tong University
Conference: nips 2022 (main track)
Keywords: Machine Learning for Sciences;Downscaling;Meteorological Problems
Decision: Poster
Title: Sequence-to-Set Generative Models
Authors: Longtao Tang, Ying Zhou, Yu Yang
Affiliations: Hong Kong Institute for Data Science, City University of Hong Kong, Hong Kong, China; School of Data Science, City University of Hong Kong, Hong Kong, China; Department of Economics and Finance, City University of Hong Kong, Hong Kong, China
Conference: nips 2022 (main track)
Keywords: generative models;set data;sequences;e-commerce orders;representation learning
Decision: Poster
Title: Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection
Authors: Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, Peter Michalak, Shahab Asoodeh, Flavio Calmon
Affiliations: Department of Computing and Software, McMaster University; John A. Paulson School of Engineering and Applied Sciences, Harvard University
Conference: nips 2022 (main track)
Keywords: group fairness;information projection;multi-class classification;new dataset
Decision: Highlighted
Title: Unsupervised Adaptation from Repeated Traversals for Autonomous Driving
Authors: Yurong You, Cheng Perng Phoo, Katie Luo, Travis Zhang, Wei-Lun Chao, Bharath Hariharan, Mark Campbell, Kilian Weinberger
Affiliations: Cornell University, Ithaca NY; The Ohio State University, Columbus, OH
Conference: nips 2022 (main track)
Decision: Poster
Title: Multi-Game Decision Transformers
Authors: Kuang-Huei Lee, Ofir Nachum, Mengjiao (Sherry) Yang, Lisa Lee, Daniel Freeman, Sergio Guadarrama, Ian Fischer, Winnie Xu, Eric Jang, Henryk Michalewski, Igor Mordatch
Affiliations: Google Research
Conference: nips 2022 (main track)
Keywords: Reinforcement Learning;Generalist Agent;Multi-Environment RL;Upside-Down RL;Decision Transformers
Decision: Highlighted
Title: Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence
Authors: Boyi Liu, Jiayang Li, Zhuoran Yang, Hoi-To Wai, Mingyi Hong, Yu Nie, Zhaoran Wang
Affiliations: Northwestern University; University of Minnesota; Yale University; The Chinese University of Hong Kong
Conference: nips 2022 (main track)
Decision: Poster
Title: Learning from Future: A Novel Self-Training Framework for Semantic Segmentation
Authors: Ye Du, Yujun Shen, Haochen Wang, Jingjing Fei, Wei Li, Liwei Wu, Rui Zhao, Zehua Fu, Qingjie LIU
Affiliations: SenseTime Research; Institute of Automation, Chinese Academy of Sciences; Qing Yuan Research Institute, Shanghai Jiao Tong University, Shanghai, China; State Key Laboratory of Virtual Reality Technology and Systems, Beihang University and Hangzhou Innovation Institute, Beihang University; The Chinese University of Hong Kong
Conference: nips 2022 (main track)
Keywords: unsupervised domain adaptive semantic segmentation;self-training
Decision: Poster
Title: Luckiness in Multiscale Online Learning
Authors: Wouter Koolen, Muriel F. Pérez-Ortiz
Affiliations: CWI and University of Twente; Centrum Wiskunde & Informatica (CWI)
Conference: nips 2022 (main track)
Keywords: Online Learning;Multiscale Experts Problem;Second-order Regret Bounds;Stochastic Luckiness;FTRL
Decision: Poster
Title: VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
Authors: Eleonora Misino, Giuseppe Marra, Emanuele Sansone
Affiliations: Department of Computer Science and Engineering, University of Bologna, Italy; Department of Computer Science, KU Leuven, Belgium
Conference: nips 2022 (main track)
Keywords: neuro-symbolic;variational autoencoders;probabilistic logic programming
Decision: Poster
Title: ComGAN: Unsupervised Disentanglement and ﻿Segmentation via Image Composition
Authors: Rui Ding, Kehua Guo, Xiangyuan Zhu, Zheng Wu, Liwei Wang
Affiliations: Central South University
Conference: nips 2022 (main track)
Keywords: Generative Adversarial Networks;Trivial solutions;Image Disentanglement;Unsupervised Segmentation
Decision: Poster
Title: Effective Dimension in Bandit Problems under Censorship
Authors: Gauthier Guinet, Saurabh Amin, Patrick Jaillet
Affiliations: AWS AI Labs; MIT, Dept. of Electrical Engineering and Computer Science & Laboratory for Information and Decision Systems; MIT, Dept. of Civil and Environmental Engineering & Laboratory for Information and Decision Systems
Conference: nips 2022 (main track)
Keywords: Bandit Algorithms;Missing Data;Censored Processes;Statistical Learning Theory
Decision: Poster
Title: Paraphrasing Is All You Need for Novel Object Captioning
Authors: Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Russ Salakhutdinov, Louis-Philippe Morency, Frank Wang
Affiliations: National Taiwan University, NVIDIA; National Taiwan University; Carnegie Mellon University; UCLA
Conference: nips 2022 (main track)
Decision: Poster
Title: Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres
Authors: Joshua Mitton, Simon Mekhail, Miles Padgett, Daniele Faccio, Marco Aversa, Roderick Murray-Smith
Affiliations: School of Computing Science, University of Glasgow, Glasgow, Scotland, UK; School of Physics & Astronomy, University of Glasgow, Glasgow, Scotland, UK
Conference: nips 2022 (main track)
Keywords: physics;physics informed machine learning;inverse problems;optical fibre;optics;fibres;multi-mode fibre;equivariance;group theory
Decision: Poster
Title: Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains
Authors: Kiarash Shamsi, Friedhelm Victor, Murat Kantarcioglu, Yulia Gel, Cuneyt G Akcora
Affiliations: Computer Science, University of Manitoba; Computer Science, UT Dallas; Computer Science and Statistics, University of Manitoba; Statistics, UT Dallas; Computer Science, TU Berlin
Conference: nips 2022 (Datasets & Benchmarks track)
Decision: Poster
Title: Pruning has a disparate impact on model accuracy
Authors: Cuong Tran, Ferdinando Fioretto, Jung-Eun Kim, Rakshit Naidu
Affiliations: Department of Computer Science, Carnegie Mellon University; Department of Computer Science, North Carolina State University; Department of Computer Science, Syracuse University
Conference: nips 2022 (main track)
Keywords: Model pruning;Fairness
Decision: Poster
Title: Challenging Common Assumptions in Convex Reinforcement Learning
Authors: Mirco Mutti, Riccardo De Santi, Piersilvio De Bartolomeis, Marcello Restelli
Affiliations: Politecnico di Milano; Politecnico di Milano, Universit `a di Bologna; ETH Zurich
Conference: nips 2022 (main track)
Keywords: Convex reinforcement learning;Reinforcement learning with general utilities;Theoretical aspects of reinforcement learning
Decision: Poster
Title: Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization
Authors: Wei Jiang, Gang Li, Yibo Wang, Lijun Zhang, Tianbao Yang
Affiliations: Department of Computer Science, the University of Iowa, Iowa City, USA; National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China; Department of Computer Science and Engineering, Texas A&M University, College Station, USA
Conference: nips 2022 (main track)
Keywords: variance reduction;stochastic non-convex optimization;coupled compositional optimization;sample complexity
Decision: Poster
Title: Compositional generalization through abstract representations in human and artificial neural networks
Authors: Takuya Ito, Tim Klinger, Doug Schultz, John Murray, Michael Cole, Mattia Rigotti
Affiliations: University of Nebraska-Lincoln; Yale University; Rutgers University; IBM Research AI
Conference: nips 2022 (main track)
Keywords: neuroscience;cognition;compositionality;generalization;neural coding;abstraction;representations;human;fMRI;artificial neural networks
Decision: Highlighted
Title: One-Inlier is First: Towards Efficient Position Encoding for Point Cloud Registration
Authors: Fan Yang, Lin Guo, Zhi Chen, Wenbing Tao
Affiliations: School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan 430074, China
Conference: nips 2022 (main track)
Keywords: Point cloud registration;Position encoding;One-inlier;Joint optimization
Decision: Poster
Title: Learning Chaotic Dynamics in Dissipative Systems
Authors: Zongyi Li, Miguel Liu-Schiaffini, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, Anima Anandkumar
Affiliations: University of Cambridge; NVIDIA; Caltech
Conference: nips 2022 (main track)
Keywords: Dissipative Chaotic systems;operator learning;invariant statistics;attractor learning
Decision: Poster
Title: SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training
Authors: Enmao Diao, Jie Ding, Vahid Tarokh
Affiliations: Department of Electrical and Computer Engineering, Duke University, Durham, NC 27705, USA; School of Statistics, University of Minnesota-Twin Cities, Minneapolis, MN 55455, USA
Conference: nips 2022 (main track)
Keywords: Federated Learning;Semi-Supervised Learning
Decision: Poster
Title: Towards Better Evaluation for Dynamic Link Prediction
Authors: Farimah Poursafaei, Shenyang Huang, Kellin Pelrine, Reihaneh Rabbany
Affiliations: McGill University School of Computer Science, Mila – Quebec AI Institute
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: dynamic link prediction;evaluation;dynamic graph representation learning
Decision: Poster
Title: Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
Authors: Ruijie Wang, Zheng Li, Dachun Sun, Shengzhong Liu, Jinning Li, Bing Yin, Tarek Abdelzaher
Affiliations: University of Illinois at Urbana Champaign, IL, USA; Amazon.com Inc, CA, USA
Conference: nips 2022 (main track)
Keywords: Few-shot knowledge graph reasoning;Temporal knowledge graph;Meta learning
Decision: Poster
Title: A gradient estimator via L1-randomization for online zero-order optimization with two point feedback
Authors: Arya Akhavan, Evgenii Chzhen, Massimiliano Pontil, Alexandre Tsybakov
Affiliations: Université Paris-Saclay, CNRS, Laboratoire de mathématiques d’Orsay; Istituto Italiano di Tecnologia, CREST, ENSAE, IP Paris; CREST, ENSAE, IP Paris; Istituto Italiano di Tecnologia, University College London
Conference: nips 2022 (main track)
Keywords: zero-order optimization;online learning
Decision: Poster
Title: AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments
Authors: Sudipta Paul, Amit Roy-Chowdhury, Anoop Cherian
Affiliations: University of California, Riverside; Mitsubishi Electric Research Labs, Cambridge, MA
Conference: nips 2022 (main track)
Keywords: audio-visual navigation;hierarchical policy learning;vision and language navigation
Decision: Poster
Title: Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
Authors: Muning Wen, Jakub Kuba, Runji Lin, Weinan Zhang, Ying Wen, Jun Wang, Yaodong Yang
Affiliations: University of Oxford; Institute of Automation, Chinese Academy of Science; Shanghai Jiao Tong University; Digital Brain Lab, University College London; Beijing Institute for General AI, Institute for AI, Peking University
Conference: nips 2022 (main track)
Keywords: Multi-Agent Reinforcement Learning;Sequence Modeling;Transformer
Decision: Poster
Title: Nearly-Tight Bounds for Testing Histogram Distributions
Authors: Clément L Canonne, Ilias Diakonikolas, Daniel Kane, Sihan Liu
Affiliations: University of Wisconsin-Madison; University of Sydney; University of California, San Diego
Conference: nips 2022 (main track)
Keywords: distribution testing;histograms;binning;probability distributions;lower bounds;sub-linear algorithms
Decision: Poster
Title: GAGA: Deciphering Age-path of Generalized Self-paced Regularizer
Authors: Xingyu Qu, Diyang Li, Xiaohan Zhao, Bin Gu
Affiliations: Nanjing University of Information Science & Technology; Mohamed bin Zayed University of Artificial Intelligence and Nanjing University of Information Science & Technology; Mohamed bin Zayed University of Artificial Intelligence
Conference: nips 2022 (main track)
Keywords: Self-paced Learning;Solution Path;Biconvex Optimization;Partial Optimum
Decision: Poster
Title: Teacher Forcing Recovers Reward Functions for Text Generation
Authors: Yongchang Hao, Yuxin Liu, Lili Mou
Affiliations: Dept. Computing Science, Alberta Machine Intelligence Institute (Amii), University of Alberta, Canada; Dept. Computing Science, Alberta Machine Intelligence Institute (Amii), University of Alberta, Canada; Canada CIFAR AI Chair, Amii
Conference: nips 2022 (main track)
Keywords: Text Generation;Natural Language Processing;Reinforcement Learning
Decision: Poster
Title: Biologically Inspired Dynamic Thresholds for Spiking Neural Networks
Authors: Jianchuan Ding, Bo Dong, Felix Heide, Yufei Ding, Yunduo Zhou, Baocai Yin, Xin Yang
Affiliations: University of California-Santa Barbara, Department of Computer Science; Dalian University of Technology, Department of Computer Science; Princeton University, Department of Computer Science
Conference: nips 2022 (main track)
Keywords: Spiking Neural Networks;dynamic threshold;robot obstacle avoidance;robot continuous control
Decision: Poster
Title: Jump Self-attention: Capturing High-order Statistics in Transformers
Authors: Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li
Affiliations: School of Computer Science, Peking University, Beijing, China 100871; BDBC, Beihang University, Beijing, China 100191
Conference: nips 2022 (main track)
Keywords: Neural Network;Transformer;Self-attention
Decision: Poster
Title: SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification
Authors: Xiyue Wang, Jinxi Xiang, Jun Zhang, Sen Yang, Zhongyi Yang, Ming-Hui Wang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han
Affiliations: Tencent AI Lab, Shenzhen, China 518057; College of Biomedical Engineering, Sichuan University, Chengdu, China 610065; College of Computer Science, Sichuan University, Chengdu, China 610065
Conference: nips 2022 (main track)
Keywords: Histopathology;Whole slide image;Multiple instance learning;Contrastive Learning
Decision: Poster
Title: Minimax Optimal Online Imitation Learning via Replay Estimation
Authors: Gokul Swamy, Nived Rajaraman, Matt Peng, Sanjiban Choudhury, J. Bagnell, Steven Wu, Jiantao Jiao, Kannan Ramchandran
Affiliations: Cornell University; Carnegie Mellon University; Aurora Innovation and Carnegie Mellon University; UC Berkeley
Conference: nips 2022 (main track)
Keywords: imitation learning
Decision: Poster
Title: Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis
Authors: Xu Yan, Heshen Zhan, Chaoda Zheng, Jiantao Gao, Ruimao Zhang, Shuguang Cui, Zhen Li
Affiliations: SDS, CUHK-Shenzhen; USV, Shanghai University; SSE, CUHK-Shenzhen; FNii, CUHK-Shenzhen
Conference: nips 2022 (main track)
Decision: Poster
Title: Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
Authors: Sung Woo Park, Hyomin Kim, Kyungjae Lee, Junseok Kwon
Affiliations: School of Computer Science and Engineering, Chung-Ang University, Korea; Artificial Intelligence Graduate School, Chung-Ang University, Korea; Artificial Intelligence Graduate School, Chung-Ang University, Korea; School of Computer Science and Engineering, Chung-Ang University, Korea; Artificial Intelligence Graduate School, Chung-Ang University, Korea; LG AI Research; School of Computer Science and Engineering, Chung-Ang University, Korea
Conference: nips 2022 (main track)
Keywords: Stochastic representation on Manifolds;Riemannian neural stochastic differential equation
Decision: Poster
Title: Towards Efficient 3D Object Detection with Knowledge Distillation
Authors: Jihan Yang, Shaoshuai Shi, Runyu Ding, Zhe Wang, Xiaojuan Qi
Affiliations: The University of Hong Kong; Max Planck Institute for Informatics; SenseTime Research
Conference: nips 2022 (main track)
Keywords: 3D object detection;knowledge distillation
Decision: Poster
Title: Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Authors: Thomas Moreau, Mathurin Massias, Alexandre Gramfort, Pierre Ablin, Pierre-Antoine Bannier, Benjamin Charlier, Mathieu Dagréou, Tom Dupre la Tour, Ghislain DURIF, Cassio F. Dantas, Quentin Klopfenstein, Johan Larsson, En Lai, Tanguy Lefort, Benoît Malézieux, Badr MOUFAD, Binh T. Nguyen, Alain Rakotomamonjy, Zaccharie Ramzi, Joseph Salmon, Samuel Vaiter
Affiliations: University of California, Berkeley, CA 94720, USA; Not specified in provided content; IMAG, Univ Montpellier, CNRS, Montpellier, France; Univ Lyon, Inria, CNRS, ENS de Lyon, UCB Lyon 1, LIP UMR 5668, F-69342, Lyon, France; The Department of Statistics, Lund University; LTCI, Télécom Paris, 91120 Palaiseau, France; Université Paris-Dauphine, PSL University, CNRS, 75016, Paris, France; CNRS & Université Côte d’Azur, Laboratoire J.A. Dieudonné, CNRS, Nice, France; ENS Ulm, CNRS, UMR 8553, Paris, France; Université Paris-Saclay, Inria, CEA, 91120 Palaiseau, France; University of Luxembourg, LCSB, Esch-sur-Alzette, Luxembourg; TETIS, Univ Montpellier, INRAE, Montpellier, France; Criteo AI Lab, Paris, France
Conference: nips 2022 (main track)
Keywords: reproducibility;optimization;lasso;resnet;logistic regression;open source software;benchmark
Decision: Poster
Title: Autoregressive Perturbations for Data Poisoning
Authors: Pedro Sandoval-Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein, David Jacobs
Affiliations: New York University; University of Maryland
Conference: nips 2022 (main track)
Keywords: autoregressive processes;poisons;data poisoning;data protection;imperceptible perturbations;adversarial machine learning
Decision: Poster
Title: Optimal Query Complexities for Dynamic Trace Estimation
Authors: David P. Woodruff, Carnegie Mellon University , dwoodruf@cs.cmu.edu "3026 Fred Zhang , UC Berkeley , z0@berkeley.edu , "3026 Qiuyi (Richard) Zhang , Google Brain , qiuyiz@google.com
Affiliations: Carnegie Mellon University; Google Brain; UC Berkeley
Conference: nips 2022 (main track)
Keywords: trace estimation;numerical linear algebra;query complexity lower bound
Decision: Poster
Title: Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Authors: Mengwei Ren, Neel Dey, Martin Styner, Kelly Botteron, Guido Gerig
Affiliations: New York University; UNC-Chapel Hill; WUSTL School of Medicine
Conference: nips 2022 (main track)
Keywords: neuroimaging;medical image analysis;spatiotemporal representation learning;longitudinal learning;medical image segmentation
Decision: Highlighted
Title: Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
Authors: Ziyi Chen, Shaocong Ma, Yi Zhou
Affiliations: Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT 84112
Conference: nips 2022 (main track)
Keywords: constrained Markov game;correlated equilibrium;strong duality;reinforcement learning;primal-dual algorithm
Decision: Poster
Title: Fully Convolutional One-Stage 3D Object Detection on LiDAR Range Images
Authors: Zhi Tian, Xiangxiang Chu, Xiaoming Wang, Xiaolin Wei, Chunhua Shen
Affiliations: Northwestern Polytechnical University; Zhejiang University; Meituan Inc.
Conference: nips 2022 (main track)
Keywords: 3D object detection;LiDAR point clould;autonomous driving
Decision: Poster
Title: Parameter-free Dynamic Graph Embedding for Link Prediction
Authors: Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu
Affiliations: School of Computer Science, Fudan University, Shanghai, China; Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China; Seattle, United States; Microsoft Research Asia, Shanghai, China
Conference: nips 2022 (main track)
Decision: Poster
Title: Constrained Update Projection Approach to Safe Policy Optimization
Authors: Long Yang, Jiaming Ji, Juntao Dai, Linrui Zhang, Binbin Zhou, Pengfei Li, Yaodong Yang, Gang Pan
Affiliations: College of Computer Science and Technology, Zhejiang University, China; Institute for Artiﬁcial Intelligence, Peking University & BIGAI, China; Department of Computer Science and Computing, Zhejiang University City College, China; School of Artiﬁcial Intelligence, Peking University, China; Tsinghua Shenzhen International Graduate School, Tsinghua University, China
Conference: nips 2022 (main track)
Keywords: Reinforcement Learning;Constrained MDP;Deep Reinforcement Learning
Decision: Poster
Title: Few-Shot Non-Parametric Learning with Deep Latent Variable Model
Authors: Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin
Affiliations: AFAIK; University of Waterloo
Conference: nips 2022 (main track)
Keywords: Data Compression;Kolmogorov Complexity;Few-Shot Learning;Generative Model
Decision: Poster
Title: Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback
Authors: Yan Dai, Haipeng Luo, Liyu Chen
Affiliations: University of Southern California; Tsinghua University
Conference: nips 2022 (main track)
Keywords: Reinforcement Learning;Follow-the-Perturbed-Leader;Adversarial Markov Decision Process;Online Learning
Decision: Poster