Xuchen You

4 papers · 2020–2023 · 2 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (3) AAAI (1)

Top co-authors

Xiaodi Wu (2) Tongyang Li (1) Daochen Wang (1) Samyadeep Basu (1) Soheil Feizi (1) Boyang Chen (1) Andrew M. Childs (1) Shouvanik Chakrabarti (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Deep Learning (2) Interdisciplinary (2) Optimization & Theory · Deep Learning (2) Science (2) Mathematics & Optimization (1) Application Areas (1) Architectures (1) Optimization (1)

Keywords

quantum neural network (2) convergence analysis (1) quantum computing (1) loss landscape (1) theoretical analysis (1) gradient descent (1) query complexity (1) optimization theory (1) best arm identification (1) multi-armed bandit (1) quantum algorithm (1) influence function (1) model explanation (1) black-box model (1) local minima (1) variational quantum circuit (1) group influence (1) training sample influence (1) quantum interference (1) amplitude amplification (1)

Papers

Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels ICML 2023 Exponentially Many Local Minima in Quantum Neural Networks ICML 2021 Quantum Exploration Algorithms for Multi-Armed Bandits AAAI 2021 On Second-Order Group Influence Functions for Black-Box Predictions ICML 2020