ML Anthology

Srinivasan, Siddarth

5 publications

AISTATS 2021 Quantum Tensor Networks, Stochastic Processes, and Weighted Automata Sandesh Adhikary, Siddarth Srinivasan, Jacob Miller, Guillaume Rabusseau, Byron Boots
ICLR 2021 Learning Deep Features in Instrumental Variable Regression Liyuan Xu, Yutian Chen, Siddarth Srinivasan, Nando de Freitas, Arnaud Doucet, Arthur Gretton
AISTATS 2020 Expressiveness and Learning of Hidden Quantum Markov Models Sandesh Adhikary, Siddarth Srinivasan, Geoff Gordon, Byron Boots
AISTATS 2018 Learning Hidden Quantum Markov Models Siddarth Srinivasan, Geoffrey J. Gordon, Byron Boots
NeurIPS 2018 Learning and Inference in Hilbert Space with Quantum Graphical Models Siddarth Srinivasan, Carlton Downey, Byron Boots