Papers
1,288 papers found
The Utility of Explainable AI in Ad Hoc Human-Machine Teaming
Rohan Paleja, Muyleng Ghuy, Nadun Ranawaka Arachchige et al.
$\texttt{LeadCache}$: Regret-Optimal Caching in Networks
Debjit Paria, Abhishek Sinha
Regime Switching Bandits
Xiang Zhou, Yi Xiong, Ningyuan Chen et al.
Retiring Adult: New Datasets for Fair Machine Learning
Frances Ding, Moritz Hardt, John P. Miller et al.
Teachable Reinforcement Learning via Advice Distillation
Olivia Watkins, Abhishek Gupta, Trevor Darrell et al.
Learning to Elect
Cem Anil, Xuchan Bao
Searching the Search Space of Vision Transformer
Minghao Chen, Kan Wu, Bolin Ni et al.
Curriculum Design for Teaching via Demonstrations: Theory and Applications
Gaurav Yengera, Rati Devidze, Parameswaran Kamalaruban et al.
Learning Student-Friendly Teacher Networks for Knowledge Distillation
Dae Young Park, Moon-Hyun Cha, changwook jeong et al.
A Theoretical Analysis of Fine-tuning with Linear Teachers
Gal Shachaf, Alon Brutzkus, Amir Globerson
FLEX: Unifying Evaluation for Few-Shot NLP
Jonathan Bragg, Arman Cohan, Kyle Lo et al.
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework
Tengteng Huang, Yifan Sun, Xun Wang et al.
Adaptive Machine Unlearning
Varun Gupta, Christopher Jung, Seth Neel et al.
Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation
Yufei Wang, Can Xu, Huang Hu et al.
Teaching an Active Learner with Contrastive Examples
Chaoqi Wang, Adish Singla, Yuxin Chen
Locality Sensitive Teaching
Zhaozhuo Xu, Beidi Chen, Chaojian Li et al.
Tracking Without Re-recognition in Humans and Machines
Drew Linsley, Girik Malik, Junkyung Kim et al.
Dueling Bandits with Team Comparisons
Lee Cohen, Ulrike Schmidt-Kraepelin, Yishay Mansour
Iterative Teaching by Label Synthesis
Weiyang Liu, Zhen Liu, Hanchen Wang et al.
Testing Probabilistic Circuits
Yash Pralhad Pote, Kuldeep S Meel
Optimal Sketching for Trace Estimation
Shuli Jiang, Hai Pham, David Woodruff et al.
Teaching via Best-Case Counterexamples in the Learning-with-Equivalence-Queries Paradigm
Akash Kumar, Yuxin Chen, Adish Singla
Iterative Teacher-Aware Learning
Luyao Yuan, Dongruo Zhou, Junhong Shen et al.
Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant
Ying Jin, Jiaqi Wang, Dahua Lin
Communicating Natural Programs to Humans and Machines
Sam Acquaviva, Yewen Pu, Marta Kryven et al.