ML Anthology

Lokhov, Andrey

6 publications

ICML 2021 Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics Arkopal Dutt, Andrey Lokhov, Marc D Vuffray, Sidhant Misra
ICML 2021 Prediction-Centric Learning of Independent Cascade Dynamics from Partial Observations Mateusz Wilinski, Andrey Lokhov
NeurIPS 2020 Efficient Learning of Discrete Graphical Models Marc Vuffray, Sidhant Misra, Andrey Lokhov
NeurIPS 2020 Learning of Discrete Graphical Models with Neural Networks Abhijith Jayakumar, Andrey Lokhov, Sidhant Misra, Marc Vuffray
NeurIPS 2016 Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models Marc Vuffray, Sidhant Misra, Andrey Lokhov, Michael Chertkov
NeurIPS 2016 Reconstructing Parameters of Spreading Models from Partial Observations Andrey Lokhov