
![]() Sparse Data-Driven Random Projection in Regression for High-Dimensional
DataJournal of Data Science Statistics and Visualisation (JDSSV), 2023 |
![]() Iterative Sketching for Secure Coded RegressionIEEE Journal on Selected Areas in Information Theory (JSAIT), 2023 |
![]() Distributed Sketching for Randomized Optimization: Exact
Characterization, Concentration and Lower BoundsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2022 |
![]() Orthonormal Sketches for Secure Coded RegressionInternational Symposium on Information Theory (ISIT), 2022 |
![]() Private Incremental RegressionACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS), 2017 |
![]() Differentially Private Ordinary Least SquaresInternational Conference on Machine Learning (ICML), 2015 |
![]() Efficient Learning and Planning with Compressed Predictive StatesJournal of machine learning research (JMLR), 2013 |
![]() Bellman Error Based Feature Generation using Random Projections on
Sparse SpacesNeural Information Processing Systems (NeurIPS), 2012 |