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← Authors

Apivich Hemachandra

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (11)

Conferences

ICLR (2) EMNLP (1) ICML (1)

Top co-authors

See-Kiong Ng (4) Bryan Kian Hsiang Low (4) Gregory Kang Ruey Lau (3) Zhaoxuan Wu (1) Zhongxiang Dai (1) Jasraj Singh (1) Xinyi Xu (1) Zhiliang Chen (1) Xinyuan Niu (1) Jingtan Wang (1)

Keywords

active learning (1) gaussian process (1) inverse problem (1) scaling law (1) generalization performance (1) neural active learning (1) initialization robustness (1) expected variance (1) large language model (1) neural network (1)

Papers

Uncovering Scaling Laws for Large Language Models via Inverse Problems EMNLP 2025 PIED: Physics-Informed Experimental Design for Inverse Problems ICLR 2025 PINNACLE: PINN Adaptive ColLocation and Experimental points selection ICLR 2024 Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023