Balsubramani, Akshay
- WILDS: A Benchmark of in-the-Wild Distribution Shifts
2020/12/14 by Pang Wei Koh, Koh, Pang Wei, Shiori Sagawa +43 · 107 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
- The Fast Convergence of Incremental PCA
2015/01/15 by Balsubramani, Akshay, Dasgupta, Sanjoy, Freund, Yoav · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Sequential Nonparametric Testing with the Law of the Iterated Logarithm
2015/06/10 by Balsubramani, Akshay, Ramdas, Aaditya · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- 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
- Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
2017/05/22 by Chris Donahue, Donahue, Chris, Zachary C. Lipton +5 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Digital Media Forensic Detection