Shrikumar, Avanti

1. Not Just a Black Box: Learning Important Features Through Propagating Activation Differences
   2016/05/05 by Shrikumar, Avanti, Greenside, Peyton, Shcherbina, Anna +1 · 12 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
2. Technical Note on Transcription Factor Motif Discovery from Importance Scores (TF-MoDISco) version 0.5.6.5
   2018/10/31 by Shrikumar, Avanti, Tian, Katherine, Avsec, Žiga +5 · 3 citations
   #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Computationally Efficient Measures of Internal Neuron Importance
   2018/07/26 by Avanti Shrikumar, Shrikumar, Avanti, Jocelin Su +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural and Evolutionary Computing (cs.NE)