Avanti Shrikumar

15 papers A* 3Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	fastISM: performant Bioinform. Surag Nair, Avanti Shrikumar, Jacob M. Schreiber, Anshul Kundaje
2021	—	`conf`	Towards More Realistic Simulated Datasets for Benchmarking Deep Learning Models in Regulatory Genomics. MLBC Eva Prakash, Avanti Shrikumar, Anshul Kundaje
2021	—	`conf`	Towards a Better Understanding of Reverse-Complement Equivariance for Deep Learning Models in Genomics. MLBC Hannah Zhou, Avanti Shrikumar, Anshul Kundaje
2020	A*	`conf`	Fourier-transform-based attribution priors improve the interpretability and stability of deep learning models for genomics. NeurIPS Alex Tseng, Avanti Shrikumar, Anshul Kundaje
2020	—	`—`	Interpretable machine learning for scientific discovery in regulatory genomics. Avanti Shrikumar
2020	A*	`conf`	Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation. ICML Amr Alexandari, Anshul Kundaje, Avanti Shrikumar
2019	J	`jnl`	Calibration with Bias-Corrected Temperature Scaling Improves Domain Adaptation Under Label Shift in Modern Neural Networks. CoRR Avanti Shrikumar, Anshul Kundaje
2019	J	`jnl`	GkmExplain: fast and accurate interpretation of nonlinear gapped k-mer SVMs. Bioinform. Avanti Shrikumar, Eva Prakash, Anshul Kundaje
2019	—	`conf`	Suggested Best Practices for Interpreting Deep Learning Models via Input-Level Importance Scores. AAAI Spring Symposium: Interpretable AI for Well-being Avanti Shrikumar
2018	J	`jnl`	Computationally Efficient Measures of Internal Neuron Importance. CoRR Avanti Shrikumar, Jocelin Su, Anshul Kundaje
2018	J	`jnl`	Learning to Abstain via Curve Optimization. CoRR Amr Alexandari, Avanti Shrikumar, Anshul Kundaje
2018	J	`jnl`	TF-MoDISco v0.4.4.2-alpha: Technical Note. CoRR Avanti Shrikumar, Katherine Tian, Anna Shcherbina, Ziga Avsec, Abhimanyu Banerjee, Mahfuza Sharmin, Surag Nair, Anshul Kundaje
2017	A*	`conf`	Learning Important Features Through Propagating Activation Differences. ICML Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
2017	J	`jnl`	Learning Important Features Through Propagating Activation Differences. CoRR Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
2016	J	`jnl`	Not Just a Black Box: Learning Important Features Through Propagating Activation Differences. CoRR Avanti Shrikumar, Peyton Greenside, Anna Shcherbina, Anshul Kundaje