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
Robust Mixture Learning when Outliers Overwhelm Small Groups
Daniil Dmitriev, Rares-Darius Buhai, Stefan Tiegel, Alexander Wolters, Gleb Novikov, Amartya Sanyal, David Steurer, Fanny Yang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust Neural Contextual Bandit against Adversarial Corruptions
Yunzhe Qi, Yikun Ban, Arindam Banerjee, Jingrui He
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust Offline Active Learning on Graphs
Yuanchen Wu, Yubai Yuan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks
Andy Zhou, Bo Li, Haohan Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust Reinforcement Learning from Corrupted Human Feedback
Alexander Bukharin, Ilgee Hong, Haoming Jiang, Zichong Li, Qingru Zhang, Zixuan Zhang, Tuo Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust Reinforcement Learning with General Utility
Ziyi Chen, Yan Wen, Zhengmian Hu, Heng Huang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination
Qi Shen, Junchang Xin, Bing Tian Dai, Shudi Zhang, Zhiqiong Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust Sparse Regression with Non-Isotropic Designs
Chih-Hung Liu, Gleb Novikov
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications
Weixin An, Yuanyuan Liu, Fanhua Shang, Hongying Liu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robust group and simultaneous inferences for high-dimensional single index model
Weichao Yang, Hongwei Shi, Xu Guo, Changliang Zou
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Robustly overfitting latents for flexible neural image compression
Yura Perugachi-Diaz, Arwin Gansekoele, Sandjai Bhulai
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching
Fernando Moreno-Pino, Álvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models
Shuhao Chen, Weisen Jiang, Baijiong Lin, James T. Kwok, Yu Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Rule Based Rewards for Language Model Safety
Tong Mu, Alec Helyar, Johannes Heidecke, Joshua Achiam, Andrea Vallone, Ian Kivlichan, Molly Lin, Alex Beutel, John Schulman, Lilian Weng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts
Anna Mészáros, Szilvia Ujváry, Wieland Brendel, Patrik Reizinger, Ferenc Huszár
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
Xinyu Yang, Jixuan Leng, Geyang Guo, Jiawei Zhao, Ryumei Nakada, Linjun Zhang, Huaxiu Yao, Beidi Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
Gengmo Zhou, Zhen Wang, Feng Yu, Guolin Ke, Zhewei Wei, Zhifeng Gao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
S-SOS: Stochastic Sum-Of-Squares for Parametric Polynomial Optimization
Richard L. Zhu, Mathias Oster, Yuehaw Khoo
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
S-STE: Continuous Pruning Function for Efficient 2:4 Sparse Pre-training
Yuezhou Hu, Jun Zhu, Jianfei Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
Weihao Lin, Shengji Tang, Chong Yu, Peng Ye, Tao Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SA3DIP: Segment Any 3D Instance with Potential 3D Priors
Xi Yang, Xu Gu, Xingyilang Yin, Xinbo Gao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
Linglan Zhao, Xuerui Zhang, Ke Yan, Shouhong Ding, Weiran Huang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SAM-Guided Masked Token Prediction for 3D Scene Understanding
Zhimin Chen, Liang Yang, Yingwei Li, Longlong Jing, Bing Li
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SAMPa: Sharpness-aware Minimization Parallelized
Wanyun Xie, Thomas Pethick, Volkan Cevher
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
Ju-Sheng Hong, Junwen Yao, Jonas Mueller, Jane-Ling Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
Zhihao Dai, Ligang He, Shuang-Hua Yang, Matthew Leeke
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
Yuxuan Li, Xiang Li, Weijie Li, Qibin Hou, Li Liu, Ming-Ming Cheng, Jian Yang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
Paul Mangold, Sergey Samsonov, Safwan Labbi, Ilya Levin, Reda Alami, Alexey Naumov, Eric Moulines
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SCOREQ: Speech Quality Assessment with Contrastive Regression
Alessandro Ragano, Jan Skoglund, Andrew Hines
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization
Zixuan Chen, Ze Ji, Jing Huo, Yang Gao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
Xuanchi Ren, Yifan Lu, Hanxue Liang, Zhangjie Wu, Huan Ling, Mike Chen, Sanja Fidler, Francis Williams, Jiahui Huang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
Jinda Jia, Cong Xie, Hanlin Lu, Daoce Wang, Hao Feng, Chengming Zhang, Baixi Sun, Haibin Lin, Zhi Zhang, Xin Liu, Dingwen Tao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SDformer: Similarity-driven Discrete Transformer For Time Series Generation
Zhicheng Chen, Shibo Feng, Zhong Zhang, Xi Xiao, Xingyu Gao, Peilin Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SE(3)-bi-equivariant Transformers for Point Cloud Assembly
Ziming Wang, Rebecka Jörnsten
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers
Parsa Esmati, Amirhossein Dadashzadeh, Vahid Goodarzi Ardakani, Nicolas Larrosa, Nicolò Grilli
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions
Hongchao Zhang, Zhizhen Qin, Sicun Gao, Andrew Clark
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SEL-BALD: Deep Bayesian Active Learning with Selective Labels
Ruijiang Gao, Mingzhang Yin, Maytal Saar-Tsechansky
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
Jialu Li, Jaemin Cho, Yi-Lin Sung, Jaehong Yoon, Mohit Bansal
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SF-V: Single Forward Video Generation Model
Zhixing Zhang, Yanyu Li, Yushu Wu, Yanwu Xu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Junli Cao, Dimitris Metaxas, Sergey Tulyakov, Jian Ren
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
Hang Yin, Xiuwei Xu, Zhenyu Wu, Jie Zhou, Jiwen Lu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SGD vs GD: Rank Deficiency in Linear Networks
Aditya Varre, Margarita Sagitova, Nicolas Flammarion
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SGLang: Efficient Execution of Structured Language Model Programs
Lianmin Zheng, Liangsheng Yin, Zhiqiang Xie, Chuyue Sun, Jeff Huang, Cody Hao Yu, Shiyi Cao, Christos Kozyrakis, Ion Stoica, Joseph E. Gonzalez, Clark Barrett, Ying Sheng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang, Ang Li
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Fei Du, Weihua Chen, Fan Wang, Yi Rong
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices
Dongqi Cai, Shangguang Wang, Zeling Zhang, Felix Xiaozhu Lin, Mengwei Xu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs
Yang Zhou, Zhuoming Chen, Zhaozhuo Xu, Xi Victoria Lin, Beidi Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
Jianyi Zhang, Da-Cheng Juan, Cyrus Rashtchian, Chun-Sung Ferng, Heinrich Jiang, Yiran Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
Yi Zhu, Surya Koppisetti, Trang Tran, Gaurav Bharaj
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
Andi Han, Jiaxiang Li, Wei Huang, Mingyi Hong, Akiko Takeda, Pratik Jawanpuria, Bamdev Mishra
Machine Learning
日本大学: 東京大学
2024 · NeurIPS
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization
Tehila Dahan, Kfir Y. Levy
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction
Wei Wu, Xiaoxin Feng, Ziyan Gao, Yuheng Kan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
Zhihao Yu, Xu Chu, Yujie Jin, Yasha Wang, Junfeng Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
Lu Han, Xu-Yang Chen, Han-Jia Ye, De-Chuan Zhan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model
Grzegorz Stefański, Paweł Daniluk, Artur Szumaczuk, Jakub Tkaczuk
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
Shuchen Zhu, Boao Kong, Songtao Lu, Xinmeng Huang, Kun Yuan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SPEAR: Exact Gradient Inversion of Batches in Federated Learning
Dimitar I. Dimitrov, Maximilian Baader, Mark Niklas Müller, Martin Vechev
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SPO: Sequential Monte Carlo Policy Optimisation
Matthew V Macfarlane, Edan Toledo, Donal Byrne, Paul Duckworth, Alexandre Laterre
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning
Huy Hoang, Tien Mai, Pradeep Varakantham
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform
Kimia Saedi, Aditya Desai, Apoorv Walia, Jihyeong Lee, Keren Zhou, Anshumali Shrivastava
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
Xiaowen Ma, Zhenliang Ni, Xinghao Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SSDM: Scalable Speech Dysfluency Modeling
Jiachen Lian, Xuanru Zhou, Zoe Ezzes, Jet Vonk, Brittany Morin, David Baquirin, Zachary Miller, Maria Luisa Gorno Tempini, Gopala Anumanchipalli
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
Yu Zhong, Xiao Wu, Zihan Cao, Hong-Xia Dou, Liang-Jian Deng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
ST$_k$: A Scalable Module for Solving Top-k Problems
Hanchen Xia, Weidong Liu, Xiaojun Mao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work)
Isabelle Hurley, Rohan Paleja, Ashley Suh, Jaime D. Peña, Ho Chit Siu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
STONE: A Submodular Optimization Framework for Active 3D Object Detection
Ruiyu Mao, Sarthak Kumar Maharana, Rishabh K Iyer, Yunhui Guo
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors
Vijay Lingam, Atula Tejaswi, Aditya Vavre, Aneesh Shetty, Gautham Krishna Gudur, Joydeep Ghosh, Alex Dimakis, Eunsol Choi, Aleksandar Bojchevski, Sujay Sanghavi
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
John Yang, Carlos E. Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, Ofir Press
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
Niels Mündler, Mark Niklas Müller, Jingxuan He, Martin Vechev
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Safe Exploitative Play with Untrusted Type Beliefs
Tongxin Li, Tinashe Handina, Shaolei Ren, Adam Wierman
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
Chia-Yi Hsu, Yu-Lin Tsai, Chih-Hsun Lin, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel
Jialin Li, Marta Zagorowska, Giulia De Pasquale, Alisa Rupenyan, John Lygeros
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage
Haobo Zhang, Xiyue Peng, Honghao Wei, Xin Liu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Safe and Sparse Newton Method for Entropic-Regularized Optimal Transport
Zihao Tang, Yixuan Qiu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SafeWorld: Geo-Diverse Safety Alignment
Da Yin, Haoyi Qiu, Kung-Hsiang Huang, Kai-Wei Chang, Nanyun Peng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Safety through feedback in Constrained RL
Shashank Reddy Chirra, Pradeep Varakantham, Praveen Paruchuri
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Saliency-driven Experience Replay for Continual Learning
Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Haolan Zhan, Yawen Huang, Yuexiang Li, Yefeng Zheng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
Yanxin Yang, Chentao Jia, DengKe Yan, Ming Hu, Tianlin Li, Xiaofei Xie, Xian Wei, Mingsong Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning
Adhyyan Narang, Andrew Wagenmaker, Lillian J. Ratliff, Kevin Jamieson
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut
Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample Complexity of Interventional Causal Representation Learning
Emre Acartürk, Burak Varıcı, Karthikeyan Shanmugam, Ali Tajer
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample Complexity of Posted Pricing for a Single Item
Billy Jin, Thomas Kesselheim, Will Ma, Sahil Singla
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample Efficient Bayesian Learning of Causal Graphs from Interventions
Zihan Zhou, Muhammad Qasim Elahi, Murat Kocaoglu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample Selection via Contrastive Fragmentation for Noisy Label Regression
Chris Dongjoo Kim, Sangwoo Moon, Jihwan Moon, Dongyeon Woo, Gunhee Kim
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
Puqian Wang, Nikos Zarifis, Ilias Diakonikolas, Jelena Diakonikolas
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample-Efficient Agnostic Boosting
Udaya Ghai, Karan Singh
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample-Efficient Constrained Reinforcement Learning with General Parameterization
Washim Uddin Mondal, Vaneet Aggarwal
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
Ipsita Ghosh, Abiy Tasissa, Christian Kümmerle
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample-Efficient Private Learning of Mixtures of Gaussians
Hassan Ashtiani, Mahbod Majid, Shyam Narayanan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sample-efficient Bayesian Optimisation Using Known Invariances
Theodore Brown, Alexandru Cioba, Ilija Bogunovic
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks
Liang Qin, Xiyuan Liu, Wenting Wei, Chengbin Liang, Huaxi Gu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
Pierre Colombo, Telmo Pires, Malik Boudiaf, Rui Melo, Dominic Culver, Etienne Malaboeuf, Gabriel Hautreux, Johanne Charpentier, Michael Desa
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Scalable Bayesian Optimization via Focalized Sparse Gaussian Processes
Yunyue Wei, Vincent Zhuang, Saraswati Soedarmadji, Yanan Sui
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning
Lijun Zhang, Lin Li, Wei Wei, Huizhong Song, Yaodong Yang, Jiye Liang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Scalable DBSCAN with Random Projections
HaoChuan Xu, Ninh Pham
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Scalable DP-SGD: Shuffling vs. Poisson Subsampling
Lynn Chua, Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Amer Sinha, Chiyuan Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Scalable Kernel Inverse Optimization
Youyuan Long, Tolga Ok, Pedro Zattoni Scroccaro, Peyman Mohajerin Esfahani
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
Duo Zhou, Christopher Brix, Grani A Hanasusanto, Huan Zhang
Machine Learning
日本大学: 関与なし（対象大学）