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ORCIDGregory Dexter
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- affiliation: Purdue University, Department of Computer Science, West Lafayette, IN, USA
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2020 – today
- 2024
[j3]Rajarshi Bhattacharjee, Gregory Dexter, Petros Drineas, Cameron Musco, Archan Ray:
Sublinear Time Eigenvalue Approximation via Random Sampling. Algorithmica 86(6): 1764-1829 (2024)- [c9]Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna:
A Precise Characterization of SGD Stability Using Loss Surface Geometry. ICLR 2024 - [c8]Rajarshi Bhattacharjee, Gregory Dexter, Cameron Musco, Archan Ray, Sushant Sachdeva, David P. Woodruff:
Universal Matrix Sparsifiers and Fast Deterministic Algorithms for Linear Algebra. ITCS 2024: 13:1-13:24 - [c7]Myson C. Burch, Aritra Bose, Gregory Dexter, Laxmi Parida, Petros Drineas:
MaSk-LMM: A Matrix Sketching Framework for Linear Mixed Models in Association Studies. RECOMB 2024: 352-355 - [i7]Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna:
A Precise Characterization of SGD Stability Using Loss Surface Geometry. CoRR abs/2401.12332 (2024) - [i6]Gregory Dexter, Christos Boutsikas, Linkai Ma, Ilse C. F. Ipsen, Petros Drineas:
Stochastic Rounding Implicitly Regularizes Tall-and-Thin Matrices. CoRR abs/2403.12278 (2024) - 2023
- [c6]Rajarshi Bhattacharjee, Gregory Dexter, Petros Drineas, Cameron Musco, Archan Ray:
Sublinear Time Eigenvalue Approximation via Random Sampling. ICALP 2023: 21:1-21:18 - [c5]Gregory Dexter, Petros Drineas, David P. Woodruff, Taisuke Yasuda:
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming. NeurIPS 2023 - [i5]Gregory Dexter, Rajiv Khanna, Jawad Raheel, Petros Drineas:
Feature Space Sketching for Logistic Regression. CoRR abs/2303.14284 (2023) - [i4]Rajarshi Bhattacharjee, Gregory Dexter, Cameron Musco, Archan Ray, Sushant Sachdeva, David P. Woodruff:
Universal Matrix Sparsifiers and Fast Deterministic Algorithms for Linear Algebra. CoRR abs/2305.05826 (2023) - [i3]Gregory Dexter, Petros Drineas, David P. Woodruff, Taisuke Yasuda:
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming. CoRR abs/2310.19068 (2023) - 2022
- [j2]Agniva Chowdhury, Gregory Dexter, Palma London, Haim Avron, Petros Drineas:
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs. J. Mach. Learn. Res. 23: 336:1-336:48 (2022) - [c4]Gregory Dexter, Agniva Chowdhury, Haim Avron
, Petros Drineas:
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming. ICML 2022: 5007-5038 - [i2]Agniva Chowdhury, Gregory Dexter, Palma London, Haim Avron, Petros Drineas:
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs. CoRR abs/2209.08722 (2022) - 2021
- [c3]Gregory Dexter, Kevin Bello, Jean Honorio:
Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees. NeurIPS 2021: 6972-6982 - [i1]Gregory Dexter, Kevin Bello, Jean Honorio:
Inverse Reinforcement Learning in the Continuous Setting with Formal Guarantees. CoRR abs/2102.07937 (2021) - 2020
- [j1]Eugenia-Maria Kontopoulou, Gregory-Paul Dexter, Wojciech Szpankowski, Ananth Grama, Petros Drineas:
Randomized Linear Algebra Approaches to Estimate the von Neumann Entropy of Density Matrices. IEEE Trans. Inf. Theory 66(8): 5003-5021 (2020)
2010 – 2019
- 2019
- [c2]Gregory-Paul Dexter, Shaun J. Grannis, Suranga Nath Kasthurirathne:
Comparison of Free-Text Synthetic Data Produced by Three Generative Adversarial Networks for Collaborative Health Data Analytics. AMIA 2019 - [c1]Suranga Nath Kasthurirathne, Gregory Dexter, Shaun J. Grannis:
An Adversorial Approach to Enable Re-Use of Machine Learning Models and Collaborative Research Efforts Using Synthetic Unstructured Free-Text Medical Data. MedInfo 2019: 1510-1511
Coauthor Index
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