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Statistical Laboratory

Tianyi Ma

I am a PhD student supervised by Prof Richard Samworth and Dr Tengyao Wang.

Publications

Efficient and Minimax-optimal In-context Nonparametric Regression with Transformers
M Ching, I Popescu, N Smith, T Ma, WG Underwood, RJ Samworth
(2026)
(link to publication)
Provable test-time adaptivity and distributional robustness of in-context learning
T Ma, T Wang, RJ Samworth
(2025)
(link to publication)
Deep learning with missing data
T Ma, T Wang, RJ Samworth
(2025)
(link to publication)
Estimation beyond Missing (Completely) at Random
T Ma, KA Verchand, TB Berrett, T Wang, RJ Samworth
(2024)
(link to publication)
High-probability minimax lower bounds
T Ma, KA Verchand, RJ Samworth
(2024)
(link to publication)

Frontpage talks

Research Group

Statistical Laboratory

Email

tm681@cam.ac.uk

Room

D0.05

Personal homepage

https://tianyima2000.github.io/

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