NeurIPS

2021–2025 確定版

著者一覧 · 国際会議 · 大学ランキング

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Machine Learning

2024 · 4,034 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2024 · NeurIPS
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
Xingkui Zhu, Yiran Guan, Dingkang Liang, Yuchao Chen, Yuliang Liu, Xiang Bai
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MoEUT: Mixture-of-Experts Universal Transformers
Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber, Christopher Potts, Christopher D. Manning
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
Yanrui Du, Sendong Zhao, Danyang Zhao, Ming Ma, Yuhan Chen, Liangyu Huo, Qing Yang, Dongliang Xu, Bing Qin
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling
Weihao Yuan, Yisheng He, Weichao Shen, Yuan Dong, Xiaodong Gu, Zilong Dong, Liefeng Bo, Qixing Huang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts
Jie Zhu, Yixiong Chen, Mingyu Ding, Ping Luo, Leye Wang, Jingdong Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
Leyang Shen, Gongwei Chen, Rui Shao, Weili Guan, Liqiang Nie
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence
Fuming You, Minghui Fang, Li Tang, Rongjie Huang, Yongqi Wang, Zhou Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer
Minghao Zhu, Zhengpu Wang, Mengxian Hu, Ronghao Dang, Xiao Lin, Xun Zhou, Chengju Liu, Qijun Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MoVA: Adapting Mixture of Vision Experts to Multimodal Context
Zhuofan Zong, Bingqi Ma, Dazhong Shen, Guanglu Song, Hao Shao, Dongzhi Jiang, Hongsheng Li, Yu Liu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
Junyang Wang, Haiyang Xu, Haitao Jia, Xi Zhang, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
Letian Gong, Yan Lin, Xinyue Zhang, Yiwen Lu, Xuedi Han, Yichen Liu, Shengnan Guo, Youfang Lin, Huaiyu Wan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model Based Inference of Synaptic Plasticity Rules
Yash Mehta, Danil Tyulmankov, Adithya E. Rajagopalan, Glenn C. Turner, James E. Fitzgerald, Jan Funke
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model Collapse Demystified: The Case of Regression
Elvis Dohmatob, Yুনzhen Feng, Julia Kempe
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
Lifeng Qiao, Peng Ye, Yuchen Ren, Weiqiang Bai, Chaoqi Liang, Xinzhu Ma, Nanqing Dong, Wanli Ouyang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
Chaeyun Jang, Hyungi Lee, Jungtaek Kim, Juho Lee
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
Jiacong Hu, Jing Gao, Jingwen Ye, Yang Gao, Xingen Wang, Zunlei Feng, Mingli Song
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory
Pasan Dissanayake, Sanghamitra Dutta
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model Sensitivity Aware Continual Learning
Zhenyi Wang, Heng Huang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model-Based Transfer Learning for Contextual Reinforcement Learning
Jung-Hoon Cho, Vindula Jayawardana, Sirui Li, Cathy Wu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model-based Diffusion for Trajectory Optimization
Chaoyi Pan, Zeji Yi, Guanya Shi, Guannan Qu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
Stefan Stojanovic, Yassir Jedra, Alexandre Proutiere
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
Amber Hu, David Zoltowski, Aditya Nair, David Anderson, Lea Duncker, Scott Linderman
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Molecule Design by Latent Prompt Transformer
Deqian Kong, Yuhao Huang, Jianwen Xie, Edouardo Honig, Ming Xu, Shuanghong Xue, Pei Lin, Sanping Zhou, Sheng Zhong, Nanning Zheng, Ying Nian Wu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Molecule Generation with Fragment Retrieval Augmentation
Seul Lee, Karsten Kreis, Srimukh Prasad Veccham, Meng Liu, Danny Reidenbach, Saee Paliwal, Arash Vahdat, Weili Nie
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts
Rachel S.Y. Teo, Tan M. Nguyen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity
Lynn Le, Paolo Papale, Katja Seeliger, Antonio Lozano, Thirza Dado, Feng Wang, Pieter Roelfsema, Marcel van Gerven, Yağmur Güçlütürk, Umut Güçlü
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders
Xueying Jiang, Sheng Jin, Xiaoqin Zhang, Ling Shao, Shijian Lu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Monoculture in Matching Markets
Kenny Peng, Nikhil Garg
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Monomial Matrix Group Equivariant Neural Functional Networks
Viet-Hoang Tran, Thieu N. Vo, Tho Tran-Huu, An T. Nguyen, Tan M. Nguyen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Monte Carlo Tree Search based Space Transfer for Black Box Optimization
Shukuan Wang, Ke Xue, Lei Song, Xiaobin Huang, Chao Qian
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Most Influential Subset Selection: Challenges, Promises, and Beyond
Yuzheng Hu, Pingbang Hu, Han Zhao, Jiaqi W. Ma
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Motif-oriented influence maximization for viral marketing in large-scale social networks
Mingyang Zhou, Weiji Cao, Hao Liao, Rui Mao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David Doermann, Junsong Yuan, Lijuan Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Motion Forecasting in Continuous Driving
Nan Song, Bozhou Zhang, Xiatian Zhu, Li Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Motion Graph Unleashed: A Novel Approach to Video Prediction
Yiqi Zhong, Luming Liang, Bohan Tang, Ilya Zharkov, Ulrich Neumann
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MotionBooth: Motion-Aware Customized Text-to-Video Generation
Jianzong Wu, Xiangtai Li, Yanhong Zeng, Jiangning Zhang, Qianyu Zhou, Yining Li, Kai Chen, Yunhai Tong
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MotionCraft: Physics-Based Zero-Shot Video Generation
Antonio Montanaro, Luca Savant Aira, Emanuele Aiello, Diego Valsesia, Enrico Magli
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting
Ruijie Zhu, Yanzhe Liang, Hanzhi Chang, Jiacheng Deng, Jiahao Lu, Wenfei Yang, Tianzhu Zhang, Yongdong Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
Tobit Klug, Kun Wang, Stefan Ruschke, Reinhard Heckel
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Moving Off-the-Grid: Scene-Grounded Video Representations
Sjoerd van Steenkiste, Daniel Zoran, Yi Yang, Yulia Rubanova, Rishabh Kabra, Carl Doersch, Dilara Gokay, Joseph Heyward, Etienne Pot, Klaus Greff, Drew A. Hudson, Thomas Albert Keck, Joao Carreira, Alexey Dosovitskiy, Mehdi S. M. Sajjadi, Thomas Kipf
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Agent Coordination via Multi-Level Communication
Ziluo Ding, Zeyuan Liu, Zhirui Fang, Kefan Su, Liwen Zhu, Zongqing Lu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Agent Domain Calibration with a Handful of Offline Data
Tao Jiang, Lei Yuan, Lihe Li, Cong Guan, Zongzhang Zhang, Yang Yu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Agent Imitation Learning: Value is Easy, Regret is Hard
Jingwu Tang, Gokul Swamy, Fei Fang, Zhiwei Steven Wu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Group Proportional Representation in Retrieval
Alex Oesterling, Claudio Mayrink Verdun, Carol Xuan Long, Alexander Glynn, Lucas Monteiro Paes, Sajani Vithana, Martina Cardone, Flavio P. Calmon
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Head Mixture-of-Experts
Xun Wu, Shaohan Huang, Wenhui Wang, Shuming Ma, Li Dong, Furu Wei
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Instance Partial-Label Learning with Margin Adjustment
Wei Tang, Yin-Fang Yang, Zhaofei Wang, Weijia Zhang, Min-Ling Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-LLM Debate: Framework, Principals, and Interventions
Andrew Estornell, Yang Liu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Label Learning with Stronger Consistency Guarantees
Anqi Mao, Mehryar Mohri, Yutao Zhong
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Label Open Set Recognition
Yi-Bo Wang, Jun-Yi Hang, Min-Ling Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention
Haomeng Zhang, Chiao-An Yang, Raymond A. Yeh
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Object Hallucination in Vision Language Models
Xuweiyi Chen, Ziqiao Ma, Xuejun Zhang, Sihan Xu, Jianing Yang, David F. Fouhey, Joyce Chai, Shengyi Qian
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Reward Best Policy Identification
Alessio Russo, Filippo Vannella
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Scale Representation Learning for Protein Fitness Prediction
Zuobai Zhang, Pascal Notin, Yining Huang, Aurélie Lozano, Vijil Chenthamarakshan, Debora Marks, Payel Das, Jian Tang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
Yuheng Shi, Minjing Dong, Chang Xu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs
Xinyi Hu, Jasper C.H. Lee, Jimmy H.M. Lee, Peter J. Stuckey
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-Winner Reconfiguration
Jiehua Chen, Christian Hatschka, Sofia Simola
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images
Donghwan Kim, Tae-Kyun Kim
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-language Diversity Benefits Autoformalization
Albert Q. Jiang, Wenda Li, Mateja Jamnik
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-modal Transfer Learning between Biological Foundation Models
Juan Jose Garau-Luis, Patrick Bordes, Liam Gonzalez, Masa Roller, Bernardo P. de Almeida, Lorenz Hexemer, Christopher Blum, Stefan Laurent, Jan Grzegorzewski, Maren Lang, Thomas Pierrot, Guillaume Richard
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-model Ensemble Conformal Prediction in Dynamic Environments
Erfan Hajihashemi, Yanning Shen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
Chengwei Ren, Yifan Feng, Weixiang Zhang, Xiao-Ping Zhang, Yue Gao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
Tengjie Zhu, Zhuo Chen, Jingnan Gao, Yichao Yan, Xiaokang Yang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-turn Reinforcement Learning with Preference Human Feedback
Lior Shani, Aviv Rosenberg, Asaf Cassel, Oran Lang, Daniele Calandriello, Avital Zipori, Hila Noga, Orgad Keller, Bilal Piot, Idan Szpektor, Avinatan Hassidim, Yossi Matias, Rémi Munos
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis
Kai Hu, Ye Xiao, Yuan Zhang, Xieping Gao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
Hao Dong, Yue Zhao, Eleni Chatzi, Olga Fink
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
Takeshi Noda, Chao Chen, Weiqi Zhang, Xinhai Liu, Yu-Shen Liu, Zhizhong Han
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multiclass Transductive Online Learning
Steve Hanneke, Vinod Raman, Amirreza Shaeri, Unqiue Subedi
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multidimensional Fractional Programming for Normalized Cuts
Yannan Chen, Beichen Huang, Licheng Zhao, Kaiming Shen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
James Oldfield, Markos Georgopoulos, Grigorios G. Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Jiankang Deng, Ioannis Patras
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multilingual Diversity Improves Vision-Language Representations
Thao Nguyen, Matthew Wallingford, Sebastin Santy, Wei-Chiu Ma, Sewoong Oh, Ludwig Schmidt, Pang Wei Koh, Ranjay Krishna
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
Xun Wu, Shaohan Huang, Guolong Wang, Jing Xiong, Furu Wei
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
Brandon Huang, Chancharik Mitra, Assaf Arbelle, Leonid Karlinsky, Trevor Darrell, Roei Herzig
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
Michael McCabe, Bruno Régaldo-Saint Blancard, Liam Parker, Ruben Ohana, Miles Cranmer, Alberto Bietti, Michael Eickenberg, Siavash Golkar, Geraud Krawezik, Francois Lanusse, Mariel Pettee, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multistable Shape from Shading Emerges from Patch Diffusion
Xinran Nicole Han, Todd Zickler, Ko Nishino
Machine Learning
日本大学: 京都大学
2024 · NeurIPS
Multistep Distillation of Diffusion Models via Moment Matching
Tim Salimans, Thomas Mensink, Jonathan Heek, Emiel Hoogeboom
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multivariate Probabilistic Time Series Forecasting with Correlated Errors
Vincent Zhihao Zheng, Lijun Sun
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
Gabriel Rioux, Apoorva Nitsure, Mattia Rigotti, Kristjan Greenewald, Youssef Mroueh
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Multiview Scene Graph
Juexiao Zhang, Gao Zhu, Sihang Li, Xinhao Liu, Haorui Song, Xinran Tang, Chen Feng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
Yizhen Luo, Zikun Nie, Massimo Hong, Suyuan Zhao, Hao Zhou, Zaiqing Nie
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Mutli-Armed Bandits with Network Interference
Abhineet Agarwal, Anish Agarwal, Lorenzo Masoero, Justin Whitehouse
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Mutual Information Estimation via $f$-Divergence and Data Derangements
Nunzio A. Letizia, Nicola Novello, Andrea M. Tonello
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Mutual Information Estimation via Normalizing Flows
Butakov I. D., Tolmachev A. D., Malanchuk S. V., Neopryatnaya A. M., Frolov A. A.
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
N-agent Ad Hoc Teamwork
Caroline Wang, Arrasy Rahman, Ishan Durugkar, Elad Liebman, Peter Stone
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
NVRC: Neural Video Representation Compression
Ho Man Kwan, Ge Gao, Fan Zhang, Andrew Gower, David Bull
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
Ting-Hsuan Chen, Jiewen Chan, Hau-Shiang Shiu, Shih-Han Yen, Chang-Han Yeh, Yu-Lun Liu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Natural Counterfactuals With Necessary Backtracking
Guang-Yuan Hao, Jiji Zhang, Biwei Huang, Hao Wang, Kun Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Nature-Inspired Local Propagation
Alessandro Betti, Marco Gori
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
Haya Diwan, Jinrui Gou, Cameron Musco, Christopher Musco, Torsten Suel
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Navigating Chemical Space with Latent Flows
Guanghao Wei, Yining Huang, Chenru Duan, Yue Song, Yuanqi Du
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Navigating Extremes: Dynamic Sparsity in Large Output Spaces
Nasib Ullah, Erik Schultheis, Mike Lasby, Yani Ioannou, Rohit Babbar
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Navigating the Effect of Parametrization for Dimensionality Reduction
Haiyang Huang, Yingfan Wang, Cynthia Rudin
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
Sheng Yun Peng, Pin-Yu Chen, Matthew Hull, Duen Horng Chau
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Near-Minimax-Optimal Distributional Reinforcement Learning with a Generative Model
Mark Rowland, Li Kevin Wenliang, Rémi Munos, Clare Lyle, Yunhao Tang, Will Dabney
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity
Qihao Zhou, Haishan Ye, Luo Luo
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Near-Optimal Distributionally Robust Reinforcement Learning with General $L_p$ Norms
Pierre Clavier, Laixi Shi, Erwan Le Pennec, Eric Mazumdar, Adam Wierman, Matthieu Geist
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
Long-Fei Li, Peng Zhao, Zhi-Hua Zhou
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
Aniket Das, Dheeraj Nagaraj, Soumyabrata Pal, Arun Sai Suggala, Prateek Varshney
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Near-Optimality of Contrastive Divergence Algorithms
Pierre Glaser, Kevin Han Huang, Arthur Gretton
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
Minghan Li, Xilun Chen, Ari Holtzman, Beidi Chen, Jimmy Lin, Wen-tau Yih, Xi Victoria Lin
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Nearly Minimax Optimal Regret for Multinomial Logistic Bandit
Joongkyu Lee, Min-hwan Oh
Machine Learning
日本大学: 関与なし（対象大学）