hunoutl/paperlists huggingface dataset:
Title: Learning Robust Rule Representations for Abstract Reasoning via Internal Inferences
Authors: Wenbo Zhang, likai tang, Site Mo, Xianggen Liu, Sen Song
Affiliations: College of Computer Science, Sichuan University; College of Electrical Engineering, Sichuan University; Laboratory of Brain and Intelligence, Tsinghua University; Department of Biomedical Engineering, Tsinghua University
Conference: nips 2022 (main track)
Keywords: visual reasoning;abstract reasoning
Decision: Poster
Title: Scalable and Efficient Non-adaptive Deterministic Group Testing
Authors: Dariusz Kowalski, Dominik Pajak
Affiliations: Department of Pure Mathematics, Wroclaw University of Science and Technology, Infermedica, Poland; School of Computer and Cyber Sciences, Augusta University, USA
Conference: nips 2022 (main track)
Keywords: Quantitative Group Testing;Queries;Learning Theory;Non-adaptive;Deterministic Algorithms
Decision: Poster
Title: Recurrent Memory Transformer
Authors: Aydar Bulatov, Yury Kuratov, Mikhail Burtsev
Affiliations: Neural Networks and Deep Learning Lab, Moscow Institute of Physics and Technology, Dolgoprudny, Russia; AIRI, Moscow, Russia; Neural Networks and Deep Learning Lab, Moscow Institute of Physics and Technology, Dolgoprudny, Russia
Conference: nips 2022 (main track)
Keywords: memory augmented models;transformers;self-attention;recurrence
Decision: Poster
Title: Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization
Authors: Chaoqi Chen, Luyao Tang, Feng Liu, Gangming Zhao, Yue Huang, Yizhou Yu
Affiliations: The University of Hong Kong; Deepwise AI Lab; Xiamen University
Conference: nips 2022 (main track)
Keywords: Domain generalization;distribution shift;semantic topology;structural invariance;data mixing
Decision: Poster
Title: Automatic Differentiation of Programs with Discrete Randomness
Authors: Gaurav Arya, Moritz Schauer, Frank Schäfer, Christopher Rackauckas
Affiliations: Massachusetts Institute of Technology, USA; Julia Computing Inc., USA; Pumas-AI Inc., USA; Chalmers University of Technology, Sweden; University of Gothenburg, Sweden; Massachusetts Institute of Technology, USA; Massachusetts Institute of Technology, USA; University of Basel, Switzerland
Conference: nips 2022 (main track)
Keywords: stochastic methods;automatic differentiation;reparameterization trick;discrete randomness;gradient based inference;differentiable stochastic programming;chain rule;compositionality
Decision: Poster
Title: InsPro: Propagating Instance Query and Proposal for Online Video Instance Segmentation
Authors: Fei He, Haoyang Zhang, Naiyu Gao, Jian Jia, Yanhu Shan, Xin Zhao, Kaiqi Huang
Affiliations: CRISE, Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences; Horizon Robotics; CRISE, Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences; CAS Center for Excellence in Brain Science and Intelligence Technology
Conference: nips 2022 (main track)
Keywords: Video Instance Segmentation;Instance Query;Instance Segmentation
Decision: Poster
Title: Learning to Scaffold: Optimizing Model Explanations for Teaching
Authors: Patrick  Fernandes, Marcos  Treviso,  Danish Pruthi,  André F. T. Martins,  Graham Neubig
Affiliations: Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA; Instituto Superior Técnico & LUMLIS (Lisbon ELLIS Unit), Lisbon, Portugal; Amazon Web Services
Conference: nips 2022 (main track)
Keywords: explainable ai;interpretability;meta-learning;attention
Decision: Poster
Title: A Contrastive Framework for Neural Text Generation
Authors: Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
Affiliations: Department of Computer Science, The University of Hong Kong; Language Technology Lab, University of Cambridge; Tencent AI Lab; DeepMind
Conference: nips 2022 (main track)
Keywords: Open-ended Text Generation;Decoding Method;Contrastive Learning
Decision: Poster
Title: TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation
Authors: Pengfei Li, Beiwen Tian, Yongliang Shi, Xiaoxue Chen, Hao Zhao, Guyue Zhou, Ya-Qin Zhang
Affiliations: AIR, Tsinghua University; Peking University, Intel Labs
Conference: nips 2022 (main track)
Decision: Poster
Title: An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries
Authors: Aryan Pedawi, Pawel Gniewek, Chaoyi Chang, Brandon Anderson, Henry van den Bedem
Affiliations: Atomwise Inc., UCSF, Dept. of Bioengineering & Therapeutic Sciences; Atomwise Inc., Atomic AI; Atomwise Inc.
Conference: nips 2022 (main track)
Decision: Poster
Title: Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Authors: Tiancheng Jin, Tal Lancewicki, Haipeng Luo, Yishay Mansour, Aviv Rosenberg
Affiliations: Tel Aviv University; Amazon; Tel Aviv University and Google Research; University of Southern California
Conference: nips 2022 (main track)
Keywords: regret minimization;adversarial mdp;delay;reinforcement learning;online learning
Decision: Poster
Title: OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters
Authors: Piera Riccio, Bill Psomas, Francesco Galati, Francisco Escolano, Thomas Hofmann, Nuria Oliver
Affiliations: ELLIS Alicante; EURECOM; Universidad de Alicante; Institute of Advanced Research in Artificial Intelligence (IARAI); ETH Zurich
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: beauty filters;social media;societal impact;accessible research;augmented reality
Decision: Poster
Title: Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning
Authors: HYUNWOOK KANG, Taehwan Kwon, Jinkyoo Park, James R. Morrison
Affiliations: Department of Computer Science, Texas A&M University; Electrical Engineering, Central Michigan University; Kakao Brain; Industrial & Systems Engineering, KAIST
Conference: nips 2022 (main track)
Keywords: Multi-agent assignment planning;Reinforcement learning;Graph neural network;Mean-field inference
Decision: Poster
Title: A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk
Authors: David Simchi-Levi, Zeyu Zheng, Feng Zhu
Affiliations: Industrial Engineering & Operations Research, University of California, Berkeley, Berkeley, CA 94720; Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA 02139
Conference: nips 2022 (main track)
Decision: Poster
Title: Sublinear Algorithms for Hierarchical Clustering
Authors: Arpit Agarwal, Sanjeev Khanna, Huan Li, Prathamesh Patil
Affiliations: Data Science Institute, Columbia University; Department of Computer and Information Science, University of Pennsylvania
Conference: nips 2022 (main track)
Keywords: hierarchical clustering;clustering;sublinear algorithms;graph algorithms
Decision: Poster
Title: Factored Adaptation for Non-Stationary Reinforcement Learning
Authors: Fan Feng, Biwei Huang, Kun Zhang, Sara Magliacane
Affiliations: University of Amsterdam, MIT-IBM Watson AI Lab; Carnegie Mellon University; Carnegie Mellon University, Mohamed bin Zayed University of Artificial Intelligence; City University of Hong Kong
Conference: nips 2022 (main track)
Keywords: non-stationarity;non-stationary RL;causal RL
Decision: Poster
Title: Robust Graph Structure Learning via Multiple Statistical Tests
Authors: Yaohua Wang, Fangyi Zhang, Ming Lin, Senzhang Wang, Xiuyu Sun, Rong Jin
Affiliations: Queensland University of Technology, Centre for Robotics (QCR); Central South University; Alibaba Group; Twitter; Amazon
Conference: nips 2022 (main track)
Keywords: Graph Structure Learning;Graph Convolutional Networks (GCNs);Computer Vision
Decision: Poster
Title: Learning to Discover and Detect Objects
Authors: Vladimir Fomenko, Ismail Elezi, Deva Ramanan, Laura Leal-Taixé, Aljosa Osep
Affiliations: Microsoft Azure AI; Carnegie Mellon University; Technical University of Munich; Technical University of Munich and Carnegie Mellon University
Conference: nips 2022 (main track)
Keywords: Detection and localization in 2D and/or 3D;Recognition and classification;Representation learning;Transfer learning;Vision applications and systems
Decision: Poster
Title: ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings
Authors: Arjun Majumdar, Gunjan Aggarwal, Bhavika Devnani, Judy Hoffman, Dhruv Batra
Affiliations: Georgia Institute of Technology
Conference: nips 2022 (main track)
Keywords: Object-Goal Navigation;Visual Navigation;Embodied AI
Decision: Poster
Title: Mildly Conservative Q-Learning for Offline Reinforcement Learning
Authors: Jiafei Lyu, Xiaoteng Ma, Xiu Li, Zongqing Lu
Affiliations: Tsinghua Shenzhen International Graduate School, Tsinghua University; School of Computer Science, Peking University; Department of Automation, Tsinghua University
Conference: nips 2022 (main track)
Decision: Poster
Title: Distributed Online Convex Optimization with Compressed Communication
Authors: Zhipeng Tu, Xi Wang, Yiguang Hong, Lei Wang, Deming Yuan, Guodong Shi
Affiliations: Australian Center for Field Robotics, School of AMME, The University of Sydney, Australia; School of Automation, Nanjing University of Science and Technology, China; Department of Control Science and Engineering, Tongji University, China; Academy of Mathematics and Systems Science, Chinese Academy of Sciences, China; College of Control Science and Engineering, Zhejiang University, China
Conference: nips 2022 (main track)
Keywords: distributed online optimization;compressed communication;no-regret algorithm
Decision: Poster
Title: ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection
Authors: HUIPING ZHUANG, Zhenyu Weng, Hongxin Wei, RENCHUNZI XIE, Kar-Ann Toh, Zhiping Lin
Affiliations: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore; School of Computer Science and Engineering, Nanyang Technological University, Singapore; Department of Electrical and Electronic Engineering, Yonsei University, Korea; Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, China
Conference: nips 2022 (main track)
Keywords: Class incremental learning;absolute memorization;exemplar-free;privacy protection;recursive;large-phase
Decision: Poster
Title: LOG: Active Model Adaptation for Label-Efficient OOD Generalization
Authors: Jie-Jing Shao, Lan-Zhe Guo, Xiao-wen Yang, Yu-Feng Li
Affiliations: National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210023, China
Conference: nips 2022 (main track)
Keywords: out-of-distribution generalization;active learning;domain adaptation
Decision: Poster
Title: Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions
Authors: Lucas Baudin, Rida Laraki
Affiliations: Université Paris-Dauphine - PSL; CNRS, Université Paris-Dauphine - PSL, University of Liverpool
Conference: nips 2022 (main track)
Keywords: game theory;stochastic games;fictitious play;smooth best response;zero-sum stochastic games
Decision: Poster
Title: CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference
Authors: Ran Ran, Wei Wang, Quan Gang, Jieming Yin, Nuo Xu, Wujie Wen
Affiliations: Nanjing University of Posts and Telecommunications; Lehigh University; Florida International University; Microsoft
Conference: nips 2022 (main track)
Keywords: Cryptographic inference;ST-GCN;Ciphertext data formatting
Decision: Poster
Title: Operator Splitting Value Iteration
Authors: Amin Rakhsha, Andrew Wang, Mohammad Ghavamzadeh, Amir-massoud Farahmand
Affiliations: Department of Computer Science, University of Toronto; Vector Institute; Vector Institute; Department of Computer Science, University of Toronto; Google Research
Conference: nips 2022 (main track)
Keywords: reinforcement learning;model-based reinforcement learning
Decision: Poster
Title: SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation
Authors: Meng-Hao Guo, Cheng-Ze Lu, Qibin Hou, Zhengning Liu, Ming-Ming Cheng, Shi-min Hu
Affiliations: TMCC, CS, Nankai University; BNRist, Department of Computer Science and Technology, Tsinghua University; Fitten Tech, Beijing, China
Conference: nips 2022 (main track)
Keywords: Semantic segmentation;attention;convolutional neural network.
Decision: Poster
Title: Active Ranking without Strong Stochastic Transitivity
Authors: Hao Lou, Tao Jin, Yue Wu, Pan Xu, Quanquan Gu, Farzad Farnoud
Affiliations: Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095; Department of Computer Science, University of Virginia, Charlottesville, V A 22903; Dept. of Biostatistics & Bioinformatics, Duke University, Durham, NC 27705; Dept. of Electrical & Computer Engineering, University of Virginia, Charlottesville, V A 22903
Conference: nips 2022 (main track)
Keywords: ranking;noisy comparison;WST;SST;sample complexity
Decision: Poster
Title: Audio-Driven Co-Speech Gesture Video Generation
Authors: Xian Liu, Qianyi Wu, Hang Zhou, Yuanqi Du, Wayne Wu, Dahua Lin, Ziwei Liu
Affiliations: Multimedia Laboratory, The Chinese University of Hong Kong; Monash University; S-Lab, Nanyang Technological University; Cornell University; Shanghai AI Laboratory
Conference: nips 2022 (main track)
Keywords: Audio-Visual;Co-Speech Gesture;Video Generation
Decision: Poster
Title: Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
Authors: Shuoguang Yang, Xuezhou Zhang, Mengdi Wang
Affiliations: IEDA, HKUST; Princeton University
Conference: nips 2022 (main track)
Keywords: Decentralized Optimization;Federated Learning;Bilevel Optimization;Compositional Optimization
Decision: Poster
Title: AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation
Authors: Yuanfeng Ji, Haotian Bai, Chongjian GE, Jie Yang, Ye Zhu, Ruimao Zhang, Zhen Li, Lingyan Zhanng, Wanling Ma, Xiang Wan, Ping Luo
Affiliations: The University of Hong Kong; Longgang Central Hospital of Shenzhen, China; Longgang People Hospital of Shenzhen, China; Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong (Shenzhen)
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: medical image analysis;medical image segmentation;abdominal multi-organ segmentation
Decision: Highlighted
Title: Generating Long Videos of Dynamic Scenes
Authors: Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei Efros, Tero Karras
Affiliations: NVIDIA, Aalto University; NVIDIA; NVIDIA, UC Berkeley; UC Berkeley
Conference: nips 2022 (main track)
Keywords: Video generation;GAN;generative model;dynamics;long videos
Decision: Poster
Title: AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
Authors: Dacheng Li, Hongyi Wang, Eric Xing, Hao Zhang
Affiliations: Petuum Inc.; Carnegie Mellon University; University of California, Berkeley; Mohamed Bin Zayed University of Artificial Intelligence
Conference: nips 2022 (main track)
Keywords: Machine Learning Systems;Model Parallelism;Automation;Heterogeneity
Decision: Poster
Title: Improved Imaging by Invex Regularizers with Global Optima Guarantees
Authors: Samuel Pinilla, Tingting Mu, Neil Bourne, Jeyan Thiyagalingam
Affiliations: Computer Science, University of Manchester, UK; Scientific Computing Department, Science and Technology Facilities Council, Harwell, UK; University of Manchester at Harwell, UK
Conference: nips 2022 (main track)
Keywords: Invexity;Regularizer;Imaging;Global optima;Non-convex optimization;Convexity
Decision: Poster
Title: Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
Authors: Paul Novello, Thomas FEL, David Vigouroux
Affiliations: IRT Saint Exupery, France and Artificial and Natural Intelligence Toulouse Institute, Université de Toulouse, France; IRT Saint Exupery, France and Artificial and Natural Intelligence Toulouse Institute, Université de Toulouse, France and Carney Institute for Brain Science, Brown University, USA; Artificial and Natural Intelligence Toulouse Institute, Université de Toulouse, France
Conference: nips 2022 (main track)
Keywords: deep learning;machine learning;explainability;interpretability;computer vision;black box;dependence measure;kernel methods;sensitivity analysis
Decision: Poster
Title: Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport?
Authors: Alexander Korotin, Alexander Kolesov, Evgeny Burnaev
Affiliations: Skolkovo Institute of Science and Technology, Moscow, Russia; Skolkovo Institute of Science and Technology, Artificial Intelligence Research Institute, Moscow, Russia
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: wasserstein gans;optimal transport;neural dual solvers;ray monotone transport plans
Decision: Poster
Title: Transformer Memory as a Differentiable Search Index
Authors: Yi Tay, Vinh Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Gupta, Tal Schuster, William Cohen, Donald Metzler
Affiliations: Google Research
Conference: nips 2022 (main track)
Decision: Poster
Title: Unsupervised Causal Generative Understanding of Images
Authors: Titas Anciukevicius, Patrick Fox-Roberts, Edward Rosten, Paul Henderson
Affiliations: Snap Inc.; University of Glasgow; Snap Inc., University of Edinburgh
Conference: nips 2022 (main track)
Keywords: unsupervised learning;generative models;object centric models;out-of-distribution generalization;domain shift;causality
Decision: Poster
Title: Why Do Artificially Generated Data Help Adversarial Robustness
Authors: Yue Xing, Qifan Song, Guang Cheng
Affiliations: Department of Statistics, Purdue University; Department of Statistics, University of California, Los Angeles
Conference: nips 2022 (main track)
Keywords: adversarial robustness;unlabeled data;semi-supervised learning
Decision: Poster
Title: Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering
Authors: Yongyi Su, Xun Xu, Kui Jia
Affiliations: Peng Cheng Laboratory; South China University of Technology; Institute for Infocomm Research
Conference: nips 2022 (main track)
Keywords: Test-Time Training;Domain Adaptation;Pseudo Labeling
Decision: Poster
Title: Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
Authors: Dong Hoon Lee, Sungik Choi, Hyunwoo Kim, Sae-Young Chung
Affiliations: LG AI Research; KAIST; KAIST∗
Conference: nips 2022 (main track)
Keywords: unsupervised representation learning;pseudo-labeling;mutual information maximization;self-supervised learning
Decision: Poster
Title: Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
Authors: Wiebke Günther, Urmi Ninad, Jonas Wahl, Jakob Runge
Affiliations: Technische Universität Berlin, 10623 Berlin, Germany; German Aerospace Center, Institute of Data Science, 07745 Jena, Germany; German Aerospace Center, Institute of Data Science, 07745 Jena, Germany and Technische Universität Berlin, 10623 Berlin, Germany
Conference: nips 2022 (main track)
Keywords: conditional independence test;heteroskedasticity;causal discovery;causal model
Decision: Poster
Title: Symplectic Spectrum Gaussian Processes: Learning Hamiltonians from Noisy and Sparse Data
Authors: Yusuke Tanaka, Tomoharu Iwata, naonori ueda
Affiliations: NTT Communication Science Laboratories
Conference: nips 2022 (main track)
Keywords: Gaussian processes;random Fourier features;Hamiltonian mechanics;variational Bayes
Decision: Poster
Title: Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
Authors: Abdurakhmon Sadiev, Dmitry Kovalev, Peter Richtarik
Affiliations: KAUST; KAUST†, MIPT‡, ISP RAS§
Conference: nips 2022 (main track)
Keywords: ProxSkip;Communication Acceleration;Federated Learning;Local Gradient Descent;Federated Averaging;Primal-Dual Methods
Decision: Poster
Title: Exploration-Guided Reward Shaping for Reinforcement Learning under Sparse Rewards
Authors: Rati Devidze, Parameswaran Kamalaruban, Adish Singla
Affiliations: Max Planck Institute for Software Systems (MPI-SWS), Saarbrucken, Germany; The Alan Turing Institute, London, UK
Conference: nips 2022 (main track)
Keywords: reward shaping;intrinsic rewards;reinforcement learning;sparse-reward environments
Decision: Poster
Title: Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model
Authors: Gen Li, Yuejie Chi, Yuting Wei, Yuxin Chen
Affiliations: CMU; UPenn
Conference: nips 2022 (main track)
Keywords: Markov games;sample complexity;Nash equilibrium;coarse correlated equilibrium;adversarial learning;Follow-the-Regularized-Leader
Decision: Highlighted
Title: SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
Authors: Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David Lobell, Stefano Ermon
Affiliations: Stanford University
Conference: nips 2022 (main track)
Keywords: Self-supervised learning;Masked Autoencoder;Satellite imagery
Decision: Poster
Title: Robust Learning against Relational Adversaries
Authors: Yizhen Wang, Mohannad Alhanahnah, Xiaozhu Meng, Ke Wang, Mihai Christodorescu, Somesh Jha
Affiliations: University of Wisconsin–Madison; Rice University; Visa Research
Conference: nips 2022 (main track)
Keywords: adversarial machine learning;relational adversaries;input normalization;input transformation;defense mechanism with guarantee
Decision: Highlighted
Title: On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice
Authors: Marcus Nordstrom, Henrik Hult, Fredrik Löfman, Jonas Söderberg
Affiliations: Department of Mathematics, KTH Royal Institute of Technology, Stockholm, Sweden; RaySearch Laboratories; Department of Mathematics, KTH Royal Institute of Technology, Stockholm, Sweden; Department of Machine Learning, RaySearch Laboratories, Stockholm, Sweden
Conference: nips 2022 (main track)
Keywords: Image Segmentation;Computer Vision
Decision: Poster
Title: VICE: Variational Interpretable Concept Embeddings
Authors: Lukas Muttenthaler, Charles Zheng, Patrick McClure, Robert Vandermeulen, Martin N Hebart, Francisco Pereira
Affiliations: Department of Computer Science, Naval Postgraduate School, Monterey, CA, USA; Work was partially done while affiliated with the National Institute of Mental Health, Bethesda, MD, USA.; Machine Learning Group, Technische Universität Berlin, BIFOLD†, Berlin, Germany; Machine Learning Team, FMRI Facility, National Institute of Mental Health, Bethesda, MD, USA; Machine Learning Group, Technische Universität Berlin, BIFOLD†, Berlin, Germany; Also affiliated with the Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.; Vision and Computational Cognition Group, MPI for Human Cognitive and Brain Sciences, Leipzig, Germany
Conference: nips 2022 (main track)
Keywords: Cognitive Science;Latent Variable Models;Variational Inference;Concept Representations
Decision: Poster
Title: The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization
Authors: Mufan Li, Mihai Nica, Dan Roy
Affiliations: University of Guelph, Vector Institute; University of Toronto, Vector Institute
Conference: nips 2022 (main track)
Keywords: Infinite-depth-and-width;SDE;activation shaping;initialization;NNGP;kernel shaping
Decision: Highlighted
Title: Exploring the Whole Rashomon Set of Sparse Decision Trees
Authors: Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo Seltzer, Cynthia Rudin
Affiliations: Duke University; The University of British Columbia; Fujitsu Laboratories Ltd.
Conference: nips 2022 (main track)
Keywords: Rashomon Set;Sparse Decision Trees;Interpretability
Decision: Highlighted