Gunjan Kumar
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(4)
Computer Science
(2)
Mathematics & Optimization
(2)
Foundations
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Mathematics
(1)
Methods
(1)
Optimization
(1)
Keywords
distribution testing
(2)
query complexity
(2)
total variation distance
(2)
parallel algorithm
(1)
inductive bia
(1)
equivalence testing
(1)
physics-informed learning
(1)
zero-shot generalization
(1)
parallelizable algorithm
(1)
conditional sampling
(1)
statistical distance
(1)
graph neural network
(1)
hamiltonian neural network
(1)
hidden partition
(1)
upper and lower bound
(1)
sample complexity
(1)
subcube conditional sampling
(1)
distance estimation
(1)
dynamical system
(1)
Papers
A Distribution Testing Approach to Clustering Distributions
COLT 2026
Distance Estimation for High-Dimensional Discrete Distributions
AISTATS 2025
Equivalence Testing: The Power of Bounded Adaptivity
AISTATS 2024
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
NeurIPS 2022