Matthew Faw
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
COLT (2)
ICML (2)
NIPS (1)
Top co-authors
Keywords
non-convex optimization
(2)
convergence rate
(2)
stochastic gradient descent
(2)
mixture distribution
(1)
adaptive step size
(1)
adaptive gradient
(1)
model reuse
(1)
optimistic tree search
(1)
model re-use
(1)
adaptive stochastic gradient descent
(1)
affine variance
(1)
domain adaptation
(1)
covariate shift
(1)
Papers
On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback
ICML 2025
In-Context Fine-Tuning for Time-Series Foundation Models
ICML 2025
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD
COLT 2023
The Power of Adaptivity in SGD: Self-Tuning Step Sizes with Unbounded Gradients and Affine Variance
COLT 2022
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions
NIPS 2020