Dheeraj Baby

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Color Image Restoration

Online Learning

Online Convex Optimization

Top Venues

Publications

Ruihan Wu, Siddhartha Datta, Yi Su, Dheeraj Baby, Yu-Xiang Wang, Kilian Q. Weinberger
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation. CoRR (2024)
Dheeraj Baby, Jianyu Xu, Yu-Xiang Wang
Non-Stationary Contextual Pricing with Safety Constraints. Trans. Mach. Learn. Res. 2023 (2023)
Dheeraj Baby, Saurabh Garg, Tzu-Ching Yen, Sivaraman Balakrishnan, Zachary C. Lipton, Yu-Xiang Wang
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms. NeurIPS (2023)
Dheeraj Baby, Yu-Xiang Wang
Second Order Path Variationals in Non-Stationary Online Learning. AISTATS (2023)
Aniket Das, Dheeraj M. Nagaraj, Praneeth Netrapalli, Dheeraj Baby
Near Optimal Heteroscedastic Regression with Symbiotic Learning. COLT (2023)
Dheeraj Baby, Aniket Das, Dheeraj Nagaraj, Praneeth Netrapalli
Near Optimal Heteroscedastic Regression with Symbiotic Learning. CoRR (2023)
Dheeraj Baby, Saurabh Garg, Tzu-Ching Yen, Sivaraman Balakrishnan, Zachary Chase Lipton, Yu-Xiang Wang
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms. CoRR (2023)
Dheeraj Baby, Yu-Xiang Wang
Second Order Path Variationals in Non-Stationary Online Learning. CoRR (2022)
Dheeraj Baby, Yu-Xiang Wang
Optimal Dynamic Regret in LQR Control. NeurIPS (2022)
Dheeraj Baby, Yu-Xiang Wang
Optimal Dynamic Regret in LQR Control. CoRR (2022)
Dheeraj Baby, Yu-Xiang Wang
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond. CoRR (2022)
Dheeraj Baby, Yu-Xiang Wang
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond. AISTATS (2022)
Dheeraj Baby, Hilaf Hasson, Yuyang Wang
Dynamic Regret for Strongly Adaptive Methods and Optimality of Online KRR. CoRR (2021)
Dheeraj Baby, Xuandong Zhao, Yu-Xiang Wang
An Optimal Reduction of TV-Denoising to Adaptive Online Learning. CoRR (2021)
Dheeraj Baby, Yu-Xiang Wang
Optimal Dynamic Regret in Exp-Concave Online Learning. COLT (2021)
Dheeraj Baby, Xuandong Zhao, Yu-Xiang Wang
An Optimal Reduction of TV-Denoising to Adaptive Online Learning. AISTATS (2021)
Dheeraj Baby, Yu-Xiang Wang
Optimal Dynamic Regret in Exp-Concave Online Learning. CoRR (2021)
Dheeraj Baby, Yu-Xiang Wang
Adaptive Online Estimation of Piecewise Polynomial Trends. CoRR (2020)
Dheeraj Baby, Yu-Xiang Wang
Adaptive Online Estimation of Piecewise Polynomial Trends. NeurIPS (2020)
Dheeraj Baby, Yu-Xiang Wang
Online Forecasting of Total-Variation-bounded Sequences. CoRR (2019)
Dheeraj Baby, Yu-Xiang Wang
Online Forecasting of Total-Variation-bounded Sequences. NeurIPS (2019)