Matthew Faw

16 papers A* 6Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
In-Context Fine-Tuning for Time-Series Foundation Models.
ICML
Matthew Faw, Rajat Sen, Yichen Zhou, Abhimanyu Das
2025 A* conf
On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback.
ICML
Matthew Faw, Constantine Caramanis, Jessica Hoffmann
2025 J jnl
On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback.
CoRR
Matthew Faw, Constantine Caramanis, Jessica Hoffmann
2024 J jnl
In-Context Fine-Tuning for Time-Series Foundation Models.
CoRR
Abhimanyu Das, Matthew Faw, Rajat Sen, Yichen Zhou
2023 A* conf
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD.
COLT
Matthew Faw, Litu Rout, Constantine Caramanis, Sanjay Shakkottai
2023 J jnl
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD.
CoRR
Matthew Faw, Litu Rout, Constantine Caramanis, Sanjay Shakkottai
2022 — conf
Learning To Maximize Welfare with a Reusable Resource.
SIGMETRICS (Abstracts)
Matthew Faw, Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai
2022 J jnl
Learning To Maximize Welfare with a Reusable Resource.
Proc. ACM Meas. Anal. Comput. Syst.
Matthew Faw, Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai
2022 A* conf
Single-Sample Prophet Inequalities via Greedy-Ordered Selection.
SODA
Constantine Caramanis, Paul Dütting, Matthew Faw, Federico Fusco, Philip Lazos, Stefano Leonardi, Orestis Papadigenopoulos, Emmanouil Pountourakis, Rebecca Reiffenhäuser
2022 A* conf
The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance.
COLT
Matthew Faw, Isidoros Tziotis, Constantine Caramanis, Aryan Mokhtari, Sanjay Shakkottai, Rachel A. Ward
2022 J jnl
The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance.
CoRR
Matthew Faw, Isidoros Tziotis, Constantine Caramanis, Aryan Mokhtari, Sanjay Shakkottai, Rachel A. Ward
2021 J jnl
Single-Sample Prophet Inequalities Revisited.
CoRR
Constantine Caramanis, Matthew Faw, Orestis Papadigenopoulos, Emmanouil Pountourakis
2021 J jnl
Single-Sample Prophet Inequalities via Greedy-Ordered Selection.
CoRR
Constantine Caramanis, Paul Dütting, Matthew Faw, Federico Fusco, Philip Lazos, Stefano Leonardi, Orestis Papadigenopoulos, Emmanouil Pountourakis, Rebecca Reiffenhäuser
2020 A* conf
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions.
NeurIPS
Matthew Faw, Rajat Sen, Karthikeyan Shanmugam, Constantine Caramanis, Sanjay Shakkottai
2019 J jnl
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions.
CoRR
Matthew Faw, Rajat Sen, Karthikeyan Shanmugam, Constantine Caramanis, Sanjay Shakkottai
2017 J jnl
Computational Sprinting: Architecture, Dynamics, and Strategies.
ACM Trans. Comput. Syst.
Seyed Majid Zahedi, Songchun Fan, Matthew Faw, Elijah Cole, Benjamin C. Lee