Matthew Faw

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Mixture Distributions

Constraint Propagation

Learning Models

Top Venues

ACM Trans. Comput. Syst.

Publications

Matthew Faw, Litu Rout, Constantine Caramanis, Sanjay Shakkottai
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD. CoRR (2023)
Matthew Faw, Litu Rout, Constantine Caramanis, Sanjay Shakkottai
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD. COLT (2023)
Matthew Faw, Isidoros Tziotis, Constantine Caramanis, Aryan Mokhtari, Sanjay Shakkottai, Rachel Ward
The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance. COLT (2022)
Matthew Faw, Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai
Learning To Maximize Welfare with a Reusable Resource. Proc. ACM Meas. Anal. Comput. Syst. 6 (2) (2022)
Matthew Faw, Isidoros Tziotis, Constantine Caramanis, Aryan Mokhtari, Sanjay Shakkottai, Rachel Ward
The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance. CoRR (2022)
Constantine Caramanis, Paul Dütting, Matthew Faw, Federico Fusco, Philip Lazos, Stefano Leonardi, Orestis Papadigenopoulos, Emmanouil Pountourakis, Rebecca Reiffenhäuser
Single-Sample Prophet Inequalities via Greedy-Ordered Selection. SODA (2022)
Matthew Faw, Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai
Learning To Maximize Welfare with a Reusable Resource. SIGMETRICS (Abstracts) (2022)
Constantine Caramanis, Paul Dütting, Matthew Faw, Federico Fusco, Philip Lazos, Stefano Leonardi, Orestis Papadigenopoulos, Emmanouil Pountourakis, Rebecca Reiffenhäuser
Single-Sample Prophet Inequalities via Greedy-Ordered Selection. CoRR (2021)
Constantine Caramanis, Matthew Faw, Orestis Papadigenopoulos, Emmanouil Pountourakis
Single-Sample Prophet Inequalities Revisited. CoRR (2021)
Matthew Faw, Rajat Sen, Karthikeyan Shanmugam, Constantine Caramanis, Sanjay Shakkottai
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions. NeurIPS (2020)
Matthew Faw, Rajat Sen, Karthikeyan Shanmugam, Constantine Caramanis, Sanjay Shakkottai
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions. CoRR (2019)
Seyed Majid Zahedi, Songchun Fan, Matthew Faw, Elijah Cole, Benjamin C. Lee
Computational Sprinting: Architecture, Dynamics, and Strategies. ACM Trans. Comput. Syst. 34 (4) (2017)