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Vinod Raman
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Multiclass online learning and uniform convergence
S Hanneke, S Moran, V Raman, U Subedi, A Tewari
The Thirty Sixth Annual Conference on Learning Theory, 5682-5696, 2023
142023
Multiclass online learnability under bandit feedback
A Raman, V Raman, U Subedi, I Mehalel, A Tewari
International Conference on Algorithmic Learning Theory, 997-1012, 2024
62024
Design of thermophotovoltaics for tolerance of parasitic absorption
VK Raman, T Burger, A Lenert
Optics Express 27 (22), 31757-31772, 2019
62019
Online learning with set-valued feedback
V Raman, U Subedi, A Tewari
The Thirty Seventh Annual Conference on Learning Theory, 4381-4412, 2024
52024
On proper learnability between average-and worst-case robustness
V Raman, U Subedi, A Tewari
Advances in Neural Information Processing Systems 36, 2024
5*2024
Online Infinite-Dimensional Regression: Learning Linear Operators
U Subedi, V Raman, A Tewari
International Conference on Algorithmic Learning Theory, 1113-1133, 2024
2*2024
Apple Tasting: Combinatorial Dimensions and Minimax Rates
V Raman, U Subedi, A Raman, A Tewari
Proceedings of Machine Learning Research vol 247, 1-23, 2024
22024
Online agnostic multiclass boosting
V Raman, A Tewari
Advances in Neural Information Processing Systems 35, 25908-25920, 2022
22022
Generation through the lens of learning theory
V Raman, A Tewari
arXiv preprint arXiv:2410.13714, 2024
12024
On the learnability of multilabel ranking
V Raman, U Subedi, A Tewari
Advances in Neural Information Processing Systems 36, 2024
12024
A Combinatorial Characterization of Online Learning Games with Bounded Losses
V Raman, U Subedi, A Tewari
arXiv preprint arXiv:2307.03816, 2023
12023
A Characterization of Multioutput Learnability
V Raman, U Subedi, A Tewari
arXiv preprint arXiv:2301.02729, 2023
1*2023
Online boosting for multilabel ranking with top-k feedback
V Raman, DT Zhang, YH Jung, A Tewari
arXiv preprint arXiv:1910.10937, 2019
12019
Multiclass Transductive Online Learning
S Hanneke, V Raman, A Shaeiri, U Subedi
arXiv preprint arXiv:2411.01634, 2024
2024
Smoothed Online Classification can be Harder than Batch Classification
V Raman, U Subedi, A Tewari
arXiv preprint arXiv:2405.15424, 2024
2024
Online Classification with Predictions
V Raman, A Tewari
arXiv preprint arXiv:2405.14066, 2024
2024
The Complexity of Sequential Prediction in Dynamical Systems
V Raman, U Subedi, A Tewari
arXiv preprint arXiv:2402.06614, 2024
2024
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