Avanti Shrikumar

3 papers · 2017–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

Conferences

ICML (2) NIPS (1)

Top co-authors

Anshul Kundaje (3) Amr Alexandari (1) Alex Tseng (1) Peyton Greenside (1)

Keywords

deep learning (2) feature attribution (1) maximum likelihood (1) fourier transform (1) label shift (1) neural network (1) attribution prior (1) domain adaptation (1) activation difference (1)

Papers

Fourier-transform-based attribution priors improve the interpretability and stability of deep learning models for genomics NIPS 2020

Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation ICML 2020

Learning Important Features Through Propagating Activation Differences ICML 2017