Publication Generalized Zero-Shot Extreme Multi-label Learning Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma 2021 Knowledge Discovery and Data Mining | August 2021 Project
Publication HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, I. Mulang', Johannes Hoffart 2021 Conference on Information and Knowledge Management | August 2021
Publication The Benefits of Implicit Regularization from SGD in Least Squares Problems Difan Zou, Jingfeng Wu, Vladimir Braverman, Quanquan Gu, Dean P. Foster, Sham Kakade NeurIPS 2021 | August 2021
Publication Maximizing Social Welfare in a Competitive Diffusion Model Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan VLDB 2021 | August 2021
Publication Fighting the Fog of War: Automated Incident Detection for Cloud Systems Liqun Li, Xu Zhang, Xin Zhao, Hongyu Zhang, Yu Kang, Pu Zhao, Bo Qiao, Shilin He, Pochian Lee, Jeffrey Sun, Feng Gao, Li Yang, Qingwei Lin 林庆维, Saravanakumar Rajmohan, Zhangwei Xu, Dongmei Zhang 2021 USENIX Annual Technical Conference (USENIX ATC’21) | August 2021 Project Project
Publication Branch-and-Bound Solves Random Binary IPs in Polytime Santanu S. Dey, Yatharth Dubey, Marco Molinaro SODA | July 2021
Publication Adversarial Dueling Bandits Aadirupa Saha, Tomer Koren, Yishay Mansour International Conference on Machine Learning | July 2021
Publication Correlation Clustering in Constant Many Parallel Rounds Vincent Cohen-Addad, Silvio Lattanzi, Slobodan Mitrović, Ashkan Norouzi-Fard, Nikos Parotsidis, Jakub Tarnawski 2021 International Conference on Machine Learning | July 2021
Publication The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks Bohan Wang, Qi Meng, Wei Chen, Tie-Yan Liu 2021 International Conference on Machine Learning | July 2021
Publication Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning Xutong Liu, Jinhang Zuo, Xiaowei Chen, Wei Chen, John C. S. Lui 2021 International Conference on Machine Learning (ICML) | July 2021
