Papers
575 papers found
Blended Matching Pursuit
Cyrille Combettes, Sebastian Pokutta
Interventional Few-Shot Learning
Zhongqi Yue, Hanwang Zhang, Qianru Sun et al.
Sparse Symplectically Integrated Neural Networks
Daniel DiPietro, Shiying Xiong, Bo Zhu
Escaping Saddle-Point Faster under Interpolation-like Conditions
Abhishek Roy, Krishnakumar Balasubramanian, Saeed Ghadimi et al.
What Did You Think Would Happen? Explaining Agent Behaviour through Intended Outcomes
Herman Yau, Chris Russell, Simon Hadfield
On Component Interactions in Two-Stage Recommender Systems
Jiri Hron, Karl Krauth, Michael I. Jordan et al.
Probabilistic Attention for Interactive Segmentation
Prasad Gabbur, Manjot Bilkhu, Javier R. Movellan
A/B Testing for Recommender Systems in a Two-sided Marketplace
Preetam Nandy, Divya Venugopalan, Chun Lo et al.
Meta Internal Learning
Raphael Bensadoun, Shir Gur, Tomer Galanti et al.
Unintended Selection: Persistent Qualification Rate Disparities and Interventions
Reilly Raab, Yang Liu
Improving Deep Learning Interpretability by Saliency Guided Training
Aya Abdelsalam Ismail, Hector Corrada Bravo, Soheil Feizi
Semantic uncertainty intervals for disentangled latent spaces
Swami Sankaranarayanan, Anastasios Angelopoulos, Stephen Bates et al.
Interaction-Grounded Learning with Action-Inclusive Feedback
Tengyang Xie, Akanksha Saran, Dylan J Foster et al.
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
Linxi Fan, Guanzhi Wang, Yunfan Jiang et al.
Discovery of Single Independent Latent Variable
Uri Shaham, Jonathan Svirsky, Ori Katz et al.
Active Learning Helps Pretrained Models Learn the Intended Task
Alex Tamkin, Dat Nguyen, Salil Deshpande et al.
A Unified Sequence Interface for Vision Tasks
Ting Chen, Saurabh Saxena, Lala Li et al.
Bounded rationality in structured density estimation
Tianyuan Teng, Kevin Li, Hang Zhang
Causal Interpretation of Self-Attention in Pre-Trained Transformers
Raanan Y. Rohekar, Yaniv Gurwicz, Shami Nisimov
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning
Casey Meehan, Florian Bordes, Pascal Vincent et al.
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
Alex Jinpeng Wang, Linjie Li, Yiqi Lin et al.
Interpolating Item and User Fairness in Multi-Sided Recommendations
Qinyi Chen, Jason Cheuk Nam Liang, Negin Golrezaei et al.
Qualitative Mechanism Independence
Oliver E. Richardson, Spencer Peters, Joseph Y. Halpern
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions
Zizhao Wang, Jiaheng Hu, Caleb Chuck et al.
xLSTM: Extended Long Short-Term Memory
Maximilian Beck, Korbinian Pöppel, Markus Spanring et al.