Quantization Aware Factorization for Deep Neural Network CompressionJournal of Artificial Intelligence Research (JAIR), 2023 |
Relaxing the Additivity Constraints in Decentralized No-Regret
High-Dimensional Bayesian OptimizationInternational Conference on Learning Representations (ICLR), 2023 |
A Flexible Optimization Framework for Regularized Matrix-Tensor
Factorizations with Linear CouplingsIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2020 |
Accelerating ADMM for Efficient Simulation and OptimizationACM Transactions on Graphics (TOG), 2019 |
Tensor Decomposition for Signal Processing and Machine LearningIEEE Transactions on Signal Processing (IEEE TSP), 2016 |
A Flexible and Efficient Algorithmic Framework for Constrained Matrix
and Tensor FactorizationIEEE Transactions on Signal Processing (IEEE TSP), 2015 |