Dheeraj Baby

30 papers A* 10A 4Journal 15
YearRankTypeTitle / Venue / Authors
2025 A* conf
AKORN: Adaptive Knots generated Online for RegressioN splines.
ICML
Sunil Madhow, Dheeraj Baby, Yu-Xiang Wang
2025 A conf
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach.
AISTATS
Dheeraj Baby, Boran Han, Shuai Zhang, Cuixiong Hu, Bernie Wang, Yuxiang Wang
2025 J jnl
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach.
CoRR
Dheeraj Baby, Boran Han, Shuai Zhang, Cuixiong Hu, Yuyang Wang, Yuxiang Wang
2025 A* conf
Adaptive Estimation and Learning under Temporal Distribution Shift.
ICML
Dheeraj Baby, Yifei Tang, Hieu Duy Nguyen, Yu-Xiang Wang, Rohit Pyati
2025 J jnl
Adaptive Estimation and Learning under Temporal Distribution Shift.
CoRR
Dheeraj Baby, Yifei Tang, Hieu Duy Nguyen, Yuxiang Wang, Rohit Pyati
2024 A* conf
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation.
NeurIPS
Ruihan Wu, Siddhartha Datta, Yi Su, Dheeraj Baby, Yu-Xiang Wang, Kilian Q. Weinberger
2024 J jnl
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation.
CoRR
Ruihan Wu, Siddhartha Datta, Yi Su, Dheeraj Baby, Yu-Xiang Wang, Kilian Q. Weinberger
2024 A* conf
Online Matrix Completion: A Collaborative Approach with Hott Items.
ICML
Dheeraj Baby, Soumyabrata Pal
2024 J jnl
Online Matrix Completion: A Collaborative Approach with Hott Items.
CoRR
Dheeraj Baby, Soumyabrata Pal
2023 — —
Adaptive Algorithms for Dynamic Decision-Making: Bridging Online Learning and Non-Parametric Regression
Dheeraj Baby
2023 A* conf
Near Optimal Heteroscedastic Regression with Symbiotic Learning.
COLT
Aniket Das, Dheeraj M. Nagaraj, Praneeth Netrapalli, Dheeraj Baby
2023 J jnl
Near Optimal Heteroscedastic Regression with Symbiotic Learning.
CoRR
Dheeraj Baby, Aniket Das, Dheeraj Nagaraj, Praneeth Netrapalli
2023 J jnl
Non-Stationary Contextual Pricing with Safety Constraints.
Trans. Mach. Learn. Res.
Dheeraj Baby, Jianyu Xu, Yu-Xiang Wang
2023 A* conf
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms.
NeurIPS
Dheeraj Baby, Saurabh Garg, Tzu-Ching Yen, Sivaraman Balakrishnan, Zachary C. Lipton, Yu-Xiang Wang
2023 J jnl
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms.
CoRR
Dheeraj Baby, Saurabh Garg, Tzu-Ching Yen, Sivaraman Balakrishnan, Zachary Chase Lipton, Yu-Xiang Wang
2023 A conf
Second Order Path Variationals in Non-Stationary Online Learning.
AISTATS
Dheeraj Baby, Yu-Xiang Wang
2022 A* conf
Optimal Dynamic Regret in LQR Control.
NeurIPS
Dheeraj Baby, Yu-Xiang Wang
2022 J jnl
Optimal Dynamic Regret in LQR Control.
CoRR
Dheeraj Baby, Yu-Xiang Wang
2022 A conf
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond.
AISTATS
Dheeraj Baby, Yu-Xiang Wang
2022 J jnl
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond.
CoRR
Dheeraj Baby, Yu-Xiang Wang
2022 J jnl
Second Order Path Variationals in Non-Stationary Online Learning.
CoRR
Dheeraj Baby, Yu-Xiang Wang
2021 A conf
An Optimal Reduction of TV-Denoising to Adaptive Online Learning.
AISTATS
Dheeraj Baby, Xuandong Zhao, Yu-Xiang Wang
2021 J jnl
An Optimal Reduction of TV-Denoising to Adaptive Online Learning.
CoRR
Dheeraj Baby, Xuandong Zhao, Yu-Xiang Wang
2021 J jnl
Dynamic Regret for Strongly Adaptive Methods and Optimality of Online KRR.
CoRR
Dheeraj Baby, Hilaf Hasson, Yuyang Wang
2021 A* conf
Optimal Dynamic Regret in Exp-Concave Online Learning.
COLT
Dheeraj Baby, Yu-Xiang Wang
2021 J jnl
Optimal Dynamic Regret in Exp-Concave Online Learning.
CoRR
Dheeraj Baby, Yu-Xiang Wang
2020 A* conf
Adaptive Online Estimation of Piecewise Polynomial Trends.
NeurIPS
Dheeraj Baby, Yu-Xiang Wang
2020 J jnl
Adaptive Online Estimation of Piecewise Polynomial Trends.
CoRR
Dheeraj Baby, Yu-Xiang Wang
2019 A* conf
Online Forecasting of Total-Variation-bounded Sequences.
NeurIPS
Dheeraj Baby, Yu-Xiang Wang
2019 J jnl
Online Forecasting of Total-Variation-bounded Sequences.
CoRR
Dheeraj Baby, Yu-Xiang Wang