Antonio Blanca
6 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Academic Marathon (5) ๐ Cross-Pollinator (12)
๐บ๏ธ
Taxonomy Completionist
(14)
๐ฃ
Hot Topic Early Bird
Conferences
COLT (3)
JMLR (2)
ALT (1)
Keywords
identity testing
(5)
spin system
(4)
graphical model
(4)
restricted boltzmann machine
(2)
proper coloring
(2)
ising model
(2)
approximate counting
(2)
markov random field
(1)
phase transition
(1)
lower bound
(1)
hardness result
(1)
statistical physics
(1)
conditional sampling
(1)
potts model
(1)
ferromagnetic ising model
(1)
statistical learning
(1)
computational hardness
(1)
structure learning
(1)
graph theory
(1)
hypothesis testing
(1)
Papers
Complexity of High-Dimensional Identity Testing with Coordinate Conditional Sampling
COLT 2023
Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models
JMLR 2021
Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models
COLT 2020
Lower Bounds for Testing Graphical Models: Colorings and Antiferromagnetic Ising Models
JMLR 2020
Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models
COLT 2019
Structure Learning of ${H}$-colorings
ALT 2018