Apivich Hemachandra

发表论文 6 篇 · 总被引 68 次 · h-index 3

代表论文

PINNACLE: PINN Adaptive ColLocation and Experimental points selection (2024 · International Conference on Learning Representations · 被引 54)
Training-Free Neural Active Learning with Initialization-Robustness Guarantees (2023 · International Conference on Machine Learning · 被引 8)
PIED: Physics-Informed Experimental Design for Inverse Problems (2025 · International Conference on Learning Representations · 被引 6)
README: Rapid Equation Discovery with Multimodal Encoders (被引 3)
BoLT: A Benchmark to Democratize Black-box Optimization Research for Expensive LLM Tasks (2026 · arXiv.org)
Uncovering Scaling Laws for Large Language Models via Inverse Problems (2025 · Conference on Empirical Methods in Natural Language Processing)