Siddarth Srinivasan
6 papers · 2018–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
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Conferences
AISTATS (3)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
hidden quantum markov model
(3)
hidden markov model
(2)
stochastic process
(2)
bayesian inference
(1)
parameter estimation
(1)
natural language inference
(1)
quantum probability
(1)
kernel regression
(1)
weighted automata
(1)
hidden state
(1)
sequential datum
(1)
hilbert space embedding
(1)
tensor network
(1)
stiefel manifold
(1)
observable operator model
(1)
quantum circuit
(1)
neural network
(1)
matrix product state
(1)
constrained gradient descent
(1)
skip-thought embedding
(1)
Papers
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
AISTATS 2021
Learning Deep Features in Instrumental Variable Regression
ICLR 2021
Expressiveness and Learning of Hidden Quantum Markov Models
AISTATS 2020
Learning and Inference in Hilbert Space with Quantum Graphical Models
NIPS 2018
Learning Hidden Quantum Markov Models
AISTATS 2018
A Simple and Effective Approach to the Story Cloze Test
NAACL 2018