Avanti Shrikumar

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 13

Top Topics

Learning Models

Source And Target Domains

Computationally Efficient

Top Venues

Publications

Eva Prakash, Avanti Shrikumar, Anshul Kundaje
Towards More Realistic Simulated Datasets for Benchmarking Deep Learning Models in Regulatory Genomics. MLBC (2021)
Hannah Zhou, Avanti Shrikumar, Anshul Kundaje
Towards a Better Understanding of Reverse-Complement Equivariance for Deep Learning Models in Genomics. MLBC (2021)
Amr Alexandari, Anshul Kundaje, Avanti Shrikumar
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation. ICML (2020)
Alex Tseng, Avanti Shrikumar, Anshul Kundaje
Fourier-transform-based attribution priors improve the interpretability and stability of deep learning models for genomics. NeurIPS (2020)
Avanti Shrikumar, Anshul Kundaje
Calibration with Bias-Corrected Temperature Scaling Improves Domain Adaptation Under Label Shift in Modern Neural Networks. CoRR (2019)
Avanti Shrikumar, Eva Prakash, Anshul Kundaje
GkmExplain: fast and accurate interpretation of nonlinear gapped k-mer SVMs. Bioinform. 35 (14) (2019)
Avanti Shrikumar
Suggested Best Practices for Interpreting Deep Learning Models via Input-Level Importance Scores. AAAI Spring Symposium: Interpretable AI for Well-being (2019)
Avanti Shrikumar, Jocelin Su, Anshul Kundaje
Computationally Efficient Measures of Internal Neuron Importance. CoRR (2018)
Avanti Shrikumar, Katherine Tian, Anna Shcherbina, Ziga Avsec, Abhimanyu Banerjee, Mahfuza Sharmin, Surag Nair, Anshul Kundaje
TF-MoDISco v0.4.4.2-alpha: Technical Note. CoRR (2018)
Amr Alexandari, Avanti Shrikumar, Anshul Kundaje
Learning to Abstain via Curve Optimization. CoRR (2018)
Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
Learning Important Features Through Propagating Activation Differences. CoRR (2017)
Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
Learning Important Features Through Propagating Activation Differences. ICML (2017)
Avanti Shrikumar, Peyton Greenside, Anna Shcherbina, Anshul Kundaje
Not Just a Black Box: Learning Important Features Through Propagating Activation Differences. CoRR (2016)