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Kuo-Wei Lai

3 papers · 2025–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze ❓ The Questioner

Venues

AISTATS (1) COLT (1) JMLR (1)

Top co-authors

Vidya Muthukumar (3) Tyler LaBonte (1) Molei Tao (1) Guanghui Wang (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Deep Learning (2) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

implicit bia (2) gradient descent (2) linear regression (1) loss function (1) random feature (1) neural network regression (1) minimum norm interpolation (1) minimum norm solution (1) rectified linear unit (1) overparameterized regime (1) task shift (1) zero-shot learning (1) overparameterized linear model (1) convex optimization (1)

Papers

How Does the ReLU Activation Affect the Implicit Bias of Gradient Descent on High-dimensional Neural Network Regression? COLT 2026 General Loss Functions Lead to (Approximate) Interpolation in High Dimensions JMLR 2025 Task Shift: From Classification to Regression in Overparameterized Linear Models AISTATS 2025