Sourav Chakraborty
9 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (8) π Renaissance Researcher (6)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(18)
π§¬
Topic Evolution
π
Keyword Champion
(5)
π
Conference Pioneer
π
Trend Setter
Conferences
AAAI (3)
AISTATS (2)
IJCAI (2)
COLT (1)
NIPS (1)
Top co-authors
Research topics
Keywords
distribution testing
(6)
sampler testing
(5)
sampler verification
(2)
approximate counting
(2)
probability distribution
(2)
equivalence testing
(1)
parallel algorithm
(1)
randomized algorithm
(1)
approximation algorithm
(1)
streaming algorithm
(1)
probabilistic reasoning
(1)
probabilistic sampling
(1)
parallelizable algorithm
(1)
model checking
(1)
stochastic method
(1)
query complexity
(1)
combinatorial space
(1)
permutation invariance
(1)
property testing
(1)
distance estimation
(1)
Papers
Instance Dependent Testing of Samplers Using Interval Conditioning
AAAI 2026
Testing Self-Reducible Samplers
AAAI 2024
Equivalence Testing: The Power of Bounded Adaptivity
AISTATS 2024
Testing of Horn Samplers
AISTATS 2023
Testing of Index-Invariant Properties in the Huge Object Model
COLT 2023
Engineering an Efficient Approximate DNF-Counter
IJCAI 2023
On Verifying Expectations and Observations of Intelligent Agents
IJCAI 2022
On Testing of Samplers
NIPS 2020
On Testing of Uniform Samplers
AAAI 2019