Vinod Raman
19 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (12)
π
Interdisciplinary Bridge
π€
Dynamic Duo
(14)
π
Keyword Champion
(2)
β‘
Prolific Year
(7)
π
Century Club
(19)
Conferences
NIPS (6)
COLT (4)
ICML (4)
ALT (3)
JMLR (1)
L4DC (1)
Top co-authors
Keywords
online learning
(8)
multiclass classification
(4)
agnostic learning
(3)
littlestone dimension
(3)
learning theory
(3)
combinatorial dimension
(3)
online classification
(2)
batch learning
(2)
transductive learning
(2)
mistake bound
(2)
regret bound
(2)
multilabel classification
(2)
bandit feedback
(1)
multi-class classification
(1)
pac learning
(1)
uniform convergence
(1)
boosting algorithm
(1)
hilbert space
(1)
online algorithm
(1)
vc dimension
(1)
Papers
Representative Language Generation
ICML 2025
Generation from Noisy Examples
ICML 2025
A Unified Theory of Supervised Online Learnability
ALT 2025
The Complexity of Sequential Prediction in Dynamical Systems
L4DC 2025
Generation through the lens of learning theory
COLT 2025
Tracking The Best Expert Privately
ICML 2025
Faster Rates for Private Adversarial Bandits
ICML 2025
Online Infinite-Dimensional Regression: Learning Linear Operators
ALT 2024
Apple Tasting: Combinatorial Dimensions and Minimax Rates
COLT 2024
Online Learning with Set-valued Feedback
COLT 2024
A Characterization of Multioutput Learnability
JMLR 2024
Online Classification with Predictions
NIPS 2024
Multiclass Transductive Online Learning
NIPS 2024
Smoothed Online Classification can be Harder than Batch Classification
NIPS 2024
Multiclass Online Learnability under Bandit Feedback
ALT 2024
Multiclass Online Learning and Uniform Convergence
COLT 2023
On the Learnability of Multilabel Ranking
NIPS 2023
On Proper Learnability between Average- and Worst-case Robustness
NIPS 2023
Online Agnostic Multiclass Boosting
NIPS 2022