Ba, Demba

4 publications

UAI 2021 PLSO: A Generative Framework for Decomposing Nonstationary Time-Series into Piecewise Stationary Oscillatory Components Andrew H. Song, Demba Ba, Emery N. Brown

ICML 2020 Convolutional Dictionary Learning Based Auto-Encoders for Natural Exponential-Family Distributions Bahareh Tolooshams, Andrew Song, Simona Temereanca, Demba Ba

AISTATS 2019 Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach Alexander Lin, Yingzhuo Zhang, Jeremy Heng, Stephen A. Allsop, Kay M. Tye, Pierre E. Jacob, Demba Ba

NeurIPS 2012 Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization Demba Ba, Behtash Babadi, Patrick Purdon, Emery Brown