Kush Varshney
9 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver
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Keyword Pioneer
β
The Questioner
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Core AI
(3)
Core Methods
(3)
Application Areas
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
causal inference
(2)
model selection
(1)
domain generalization
(1)
off-policy evaluation
(1)
structure learning
(1)
probabilistic modeling
(1)
reinforcement learning
(1)
game theory
(1)
natural language processing
(1)
text classification
(1)
statistical learning
(1)
information extraction
(1)
topological data analysis
(1)
ai safety
(1)
model alignment
(1)
nash equilibrium
(1)
hypothesis testing
(1)
linear programming relaxation
(1)
rule learning
(1)
information theory
(1)
Papers
Towards Healthy AI: Large Language Models Need Therapists Too
NAACL 2024
A Research Framework for Understanding Education-Occupation Alignment with NLP Techniques
ACL 2021
Biomedical Interpretable Entity Representations
ACL 2021
Characterization of Overlap in Observational Studies
AISTATS 2020
Event-Driven Continuous Time Bayesian Networks
AAAI 2020
Invariant Risk Minimization Games
ICML 2020
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing
ICML 2020
Topological Data Analysis of Decision Boundaries with Application to Model Selection
ICML 2019
Exact Rule Learning via Boolean Compressed Sensing
ICML 2013