Siddhartha Banerjee
9 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
π
Keyword Champion
π
Renaissance Researcher
(5)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(4)
Learning Types
(4)
Optimization
(4)
Artificial Intelligence
(3)
Optimization & Theory
(3)
Core AI
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Paradigms
(1)
Keywords
online learning
(2)
regret bound
(2)
online algorithm
(2)
hierarchical classification
(1)
attention mechanism
(1)
hierarchical text classification
(1)
multi-label classification
(1)
mechanism design
(1)
probability estimation
(1)
value iteration
(1)
model-based reinforcement learning
(1)
resource allocation
(1)
variance reduction
(1)
markov chain
(1)
monte carlo sampling
(1)
adaptive discretization
(1)
randomized algorithm
(1)
continuous state-action space
(1)
competitive analysis
(1)
proportional fairness
(1)
Papers
Online Resource Sharing: Better Robust Guarantees via Randomized Strategies
IJCAI 2025
The SMART approach to instance-optimal online learning
COLT 2024
Proportionally Fair Online Allocation of Public Goods with Predictions
IJCAI 2023
Adaptive Discretization for Model-Based Reinforcement Learning
NeurIPS 2020
Hierarchical Transfer Learning for Multi-label Text Classification
ACL 2019
WikiWrite: Generating Wikipedia Articles Automatically
IJCAI 2016
Fast Bidirectional Probability Estimation in Markov Models
NeurIPS 2015
Multi-Document Abstractive Summarization Using ILP Based Multi-Sentence Compression
IJCAI 2015
WikiKreator: Improving Wikipedia Stubs Automatically
ACL 2015