Avinash Balakrishnan
7 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
🌈
Renaissance Researcher
(5)
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Keywords
online learning
(2)
contextual bandit
(2)
behavioral constraint
(2)
unsupervised learning
(2)
natural language inference
(1)
posterior distribution
(1)
thompson sampling
(1)
knowledge graph
(1)
multi-armed bandit
(1)
regret bound
(1)
latent variable
(1)
disentangled representation
(1)
local explanation
(1)
surrogate model
(1)
decision tree
(1)
interpretable model
(1)
recommendation system
(1)
counterfactual explanation
(1)
textual entailment
(1)
personalized pagerank
(1)
Papers
AI Steerability 360: A Toolkit for Steering Large Language Models
ACL 2026
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
AAAI 2020
Learning Global Transparent Models consistent with Local Contrastive Explanations
NeurIPS 2020
Incorporating Behavioral Constraints in Online AI Systems
AAAI 2019
Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation
IJCAI 2018
Variational Inference of Disentangled Latent Concepts from Unlabeled Observations
ICLR 2018
Word Mover’s Embedding: From Word2Vec to Document Embedding
EMNLP 2018