George Biros

5 papers · 2019–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

MICCAI (2) NeurIPS (2) IJCAI (1)

Top co-authors

Kurt Keutzer (2) Zheyu Wen (2) Ali Ghafouri (1) Tianjun Zhang (1) Joseph E Gonzalez (1) Amir Gholaminejad (1) Zhewei Yao (1) Amir Gholami (1) Michael W. Mahoney (1) Youguang Chen (1)

Research topics

Machine Learning (2) Deep Learning (1) Architectures (1) Core Methods (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

residual network (2) regret minimization (1) multinomial logistic regression (1) multi-class classification (1) neural ordinary differential equation (1) numerical stability (1) ordinary differential equation (1) pool-based active learning (1) fisher information ratio (1) neural network (1) adaptive time stepping (1) deep learning (1) memory efficient gradient (1)

Papers

LNODE: Uncovering the Latent Dynamics of Aβ in Alzheimer’s Disease MICCAI 2025 Biophysics-based data assimilation of longitudinal tau and amyloid-β PET scans MICCAI 2024 FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression NeurIPS 2023 ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs IJCAI 2019 ANODEV2: A Coupled Neural ODE Framework NeurIPS 2019