Vinod Raman
19 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π¬ Deep Specialist (13)
π
Keyword Champion
(3)
π€
Dynamic Duo
(14)
ποΈ
Keyword Collector
(87)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Machine Learning
(18)
Optimization & Theory
(16)
Core Methods
(11)
Learning Types Β· Machine Learning
(8)
Mathematics & Optimization
(7)
Optimization
(7)
Deep Learning
(2)
Mathematics
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
online learning
(10)
littlestone dimension
(5)
learning theory
(5)
multi-class classification
(4)
combinatorial dimension
(4)
regret bound
(4)
agnostic learning
(3)
online classification
(3)
mistake bound
(3)
batch learning
(2)
multi-label classification
(2)
transductive learning
(2)
online learnability
(2)
expert advice
(2)
uniform convergence
(1)
pac learning
(1)
hilbert space
(1)
multi-output learning
(1)
vc dimension
(1)
partial feedback
(1)
Papers
A Unified Theory of Supervised Online Learnability
ALT 2025
Faster Rates for Private Adversarial Bandits
ICML 2025
Generation from Noisy Examples
ICML 2025
Generation through the lens of learning theory
COLT 2025
Representative Language Generation
ICML 2025
The Complexity of Sequential Prediction in Dynamical Systems
L4DC 2025
Tracking The Best Expert Privately
ICML 2025
A Characterization of Multioutput Learnability
JMLR 2024
Apple Tasting: Combinatorial Dimensions and Minimax Rates
COLT 2024
Multiclass Online Learnability under Bandit Feedback
ALT 2024
Multiclass Transductive Online Learning
NeurIPS 2024
Online Classification with Predictions
NeurIPS 2024
Online Infinite-Dimensional Regression: Learning Linear Operators
ALT 2024
Online Learning with Set-valued Feedback
COLT 2024
Smoothed Online Classification can be Harder than Batch Classification
NeurIPS 2024
Multiclass Online Learning and Uniform Convergence
COLT 2023
On Proper Learnability between Average- and Worst-case Robustness
NeurIPS 2023
On the Learnability of Multilabel Ranking
NeurIPS 2023
Online Agnostic Multiclass Boosting
NeurIPS 2022