Publication Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination Dylan Foster, Akshay Krishnamurthy NeurIPS 2021 | December 2021
Publication Tiny-NewsRec: Efficient and Effective PLM-based News Recommendation Yang Yu, Fangzhao Wu, Chuhan Wu, Jingwei Yi, Tao Qi, Qi Liu EMNLP 2022 | December 2021
Publication Adversarial graph augmentation to improve graph contrastive learning Susheel Suresh, Pan Li, Cong Hao Advances in Neural Information Processing Systems | December 2021
Publication Focal Attention for Long-Range Interactions in Vision Transformers Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao NeurIPS 2021 | December 2021 Github
Publication Going Beyond Linear RL: Sample Efficient Neural Function Approximation Baihe Huang, Kaixuan Huang, Sham Kakade, Jason D. Lee, Qi Lei, Runzhe Wang, Jiaqi Yang NeurIPS 2021 | December 2021
Publication FS-Mol: A Few-Shot Learning Dataset of Molecules Megan Stanley, John Bronskill, Krzysztof Maziarz, Hubert Misztela, Jessica Lanini, Marwin Segler, Nadine Schneider, Marc Brockschmidt NeurIPS 2021 | December 2021 Github Project
Publication Speech-T: Transducer for Text to Speech and Beyond Jiawei Chen, Xu Tan, Yichong Leng, Jin Xu, Guihua Wen, Tao Qin, Tie-Yan Liu NeurIPS 2021 | December 2021
Publication Reinforcement Learning Enhanced Explainer for Graph Neural Networks Caihua Shan, Yifei Shen, Yao Zhang, Xiang Li, Dongsheng Li NeurIPS 2021 | December 2021
Publication Multiclass Boosting and the Cost of Weak Learning Nataly Brukhim, Elad Hazan, Shay Moran, Robert E. Schapire NeurIPS 2021 | December 2021
Publication Estimating the Long-Term Effects of Novel Treatments Keith Battocchi, Eleanor Dillon, Maggie Hei, Greg Lewis, Miruna Oprescu, Vasilis Syrgkanis NeurIPS 2021 | December 2021