Siddarth Srinivasan
6 papers · 2018–2021 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Keywords
hidden quantum markov model
(3)
hidden markov model
(2)
stochastic process
(2)
probabilistic modeling
(1)
bayesian inference
(1)
parameter estimation
(1)
natural language inference
(1)
quantum probability
(1)
nonlinear regression
(1)
kernel regression
(1)
weighted automata
(1)
hidden state
(1)
sequential data
(1)
instrumental variable regression
(1)
observational data
(1)
hilbert space embedding
(1)
off-policy policy evaluation
(1)
tensor network
(1)
stiefel manifold
(1)
observable operator model
(1)
Papers
Learning Deep Features in Instrumental Variable Regression
ICLR 2021
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
AISTATS 2021
Expressiveness and Learning of Hidden Quantum Markov Models
AISTATS 2020
A Simple and Effective Approach to the Story Cloze Test
NAACL 2018
Learning and Inference in Hilbert Space with Quantum Graphical Models
NeurIPS 2018
Learning Hidden Quantum Markov Models
AISTATS 2018