Papers
554 papers found
Explainable k-Means and k-Medians Clustering
Michal Moshkovitz, Sanjoy Dasgupta, Cyrus Rashtchian et al.
Normalizing Flows on Tori and Spheres
Danilo Jimenez Rezende, George Papamakarios, Sebastien Racaniere et al.
Simple and sharp analysis of k-means||
Václav Rozhoň
Adversarial Robustness via Runtime Masking and Cleansing
Yi-Hsuan Wu, Chia-Hung Yuan, Shan-Hung Wu
Maximum-and-Concatenation Networks
Xingyu Xie, Hao Kong, Jianlong Wu et al.
Do RNN and LSTM have Long Memory?
Jingyu Zhao, Feiqing Huang, Jia Lv et al.
Robust Testing and Estimation under Manipulation Attacks
Jayadev Acharya, Ziteng Sun, Huanyu Zhang
Narrow Margins: Classification, Margins and Fat Tails
Francois Buet-Golfouse
Network Inference and Influence Maximization from Samples
Wei Chen, Xiaoming Sun, Jialin Zhang et al.
Dynamic Balancing for Model Selection in Bandits and RL
Ashok Cutkosky, Christoph Dann, Abhimanyu Das et al.
Online Learning with Optimism and Delay
Genevieve E Flaspohler, Francesco Orabona, Judah Cohen et al.
EfficientNetV2: Smaller Models and Faster Training
Mingxing Tan, Quoc Le
Matching Normalizing Flows and Probability Paths on Manifolds
Heli Ben-Hamu, Samuel Cohen, Joey Bose et al.
Scalable Spike-and-Slab
Niloy Biswas, Lester Mackey, Xiao-Li Meng
MAML and ANIL Provably Learn Representations
Liam Collins, Aryan Mokhtari, Sewoong Oh et al.
Proximal and Federated Random Reshuffling
Konstantin Mishchenko, Ahmed Khaled, Peter Richtarik
AGNAS: Attention-Guided Micro and Macro-Architecture Search
Zihao Sun, Yu Hu, Shun Lu et al.
When and How Mixup Improves Calibration
Linjun Zhang, Zhun Deng, Kenji Kawaguchi et al.
Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models
Yong Cheng, Yu Zhang, Melvin Johnson et al.
Learning Mixtures of Markov Chains and MDPs
Chinmaya Kausik, Kevin Tan, Ambuj Tewari
Propensity Matters: Measuring and Enhancing Balancing for Recommendation
Haoxuan Li, Yanghao Xiao, Chunyuan Zheng et al.
MANSA: Learning Fast and Slow in Multi-Agent Systems
David Henry Mguni, Haojun Chen, Taher Jafferjee et al.
An SDE for Modeling SAM: Theory and Insights
Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto et al.
ClimaX: A foundation model for weather and climate
Tung Nguyen, Johannes Brandstetter, Ashish Kapoor et al.
Inflow, Outflow, and Reciprocity in Machine Learning
Mukund Sundararajan, Walid Krichene