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Maria Florina Balcan

Full Professor, Carnegie Mellon University

2 papers at NeurIPS 2025

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Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
On Learning Verifiers and Implications to Chain-of-Thought Reasoning
#2904 · Maria Florina Balcan, Avrim Blum, Zhiyuan Li, Dravyansh Sharma

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
#3101 · Maria Florina Balcan, Anh Tuan Nguyen, Dravyansh Sharma

Provable hyperparameter tuning in data-driven settings under structured parameter dependent dual utility function