Akshay Balsubramani

1. WILDS: A Benchmark of in-the-Wild Distribution Shifts
   2020/12/14 by Pang Wei Koh, Koh, Pang Wei, Shiori Sagawa +43 · 141 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. The Fast Convergence of Incremental PCA
   2015/01/15 by Akshay Balsubramani, Sanjoy Dasgupta, Balsubramani, Akshay +3 · 3 citations
   Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
3. Optimal Binary Classifier Aggregation for General Losses
   2015/10/01 by Akshay Balsubramani, Yoav Freund, Balsubramani, Akshay +1 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Face and Expression Recognition #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
4. Learning transport cost from subset correspondence
   2019/09/29 by Ruishan Liu, Liu, Ruishan, Akshay Balsubramani +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Single-cell and spatial transcriptomics
5. Scalable Semi-Supervised Aggregation of Classifiers
   2015/06/18 by Akshay Balsubramani, Balsubramani, Akshay, Yoav Freund +1 · 1 citation
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification
6. Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
   2017/05/22 by Chris Donahue, Zachary C. Lipton, Donahue, Chris +5 · 1 citation
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Digital Media Forensic Detection