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Avanti Shrikumar

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

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Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (2) NeurIPS (1)

Top co-authors

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

Research topics

Artificial Intelligence (2) Core AI (2) Machine Learning (1) Application Areas (1) Core Methods (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 NeurIPS 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