Papers
2,737 papers found
Fair Algorithms for Clustering
Suman Bera, Deeparnab Chakrabarty, Nicolas Flores et al.
Debugging Tests for Model Explanations
Julius Adebayo, Michael Muelly, Ilaria Liccardi et al.
Coresets for Near-Convex Functions
Murad Tukan, Alaa Maalouf, Dan Feldman
UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging
Chu Zhou, Hang Zhao, Jin Han et al.
Ode to an ODE
Krzysztof M Choromanski, Jared Quincy Davis, Valerii Likhosherstov et al.
Learning Loss for Test-Time Augmentation
Ildoo Kim, Younghoon Kim, Sungwoong Kim
Neural Dynamic Policies for End-to-End Sensorimotor Learning
Shikhar Bahl, Mustafa Mukadam, Abhinav Gupta et al.
Parabolic Approximation Line Search for DNNs
Maximus Mutschler, Andreas Zell
Gradient Surgery for Multi-Task Learning
Tianhe Yu, Saurabh Kumar, Abhishek Gupta et al.
Training Stronger Baselines for Learning to Optimize
Tianlong Chen, Weiyi Zhang, Zhou Jingyang et al.
Geometric Exploration for Online Control
Orestis Plevrakis, Elad Hazan
Towards Safe Policy Improvement for Non-Stationary MDPs
Yash Chandak, Scott Jordan, Georgios Theocharous et al.
Listening to Sounds of Silence for Speech Denoising
Ruilin Xu, Rundi Wu, Yuko Ishiwaka et al.
Inference for Batched Bandits
Kelly Zhang, Lucas Janson, Susan Murphy
Fine-Grained Dynamic Head for Object Detection
Lin Song, Yanwei Li, Zhengkai Jiang et al.
Proximal Mapping for Deep Regularization
Mao Li, Yingyi Ma, Xinhua Zhang
Neural Topographic Factor Analysis for fMRI Data
Eli Sennesh, Zulqarnain Khan, Yiyu Wang et al.
Non-parametric Models for Non-negative Functions
Ulysse Marteau-Ferey, Francis R. Bach, Alessandro Rudi
Instance Selection for GANs
Terrance DeVries, Michal Drozdzal, Graham W. Taylor
Neurosymbolic Transformers for Multi-Agent Communication
Jeevana Priya Inala, Yichen Yang, James Paulos et al.
Transferable Graph Optimizers for ML Compilers
Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi et al.
The Strong Screening Rule for SLOPE
Johan Larsson, Malgorzata Bogdan, Jonas Wallin
A kernel test for quasi-independence
Tamara Fernandez, Wenkai Xu, Marc Ditzhaus et al.
Calibrating CNNs for Lifelong Learning
Pravendra Singh, Vinay Kumar Verma, Pratik Mazumder et al.
The Discrete Gaussian for Differential Privacy
Clément L Canonne, Gautam Kamath, Thomas Steinke