Hi, I’m Orit Davidovich. I work at IBM as an applied math research scientist.
I spend my days thinking about data-driven optimzation, while experimenting in hands-on ways.
I often spend a considerable amount of time thinking about how best to deploy and distribute stuff on a cluster.
You can reach me at orit.davidovich at ibm.com
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robust_mean_estimation
robust_mean_estimation PublicScripts following Hopkins, Li, and Zhang's Robust and Heavy-Tailed Mean Estimation Made Simple, via Regret Minimization.
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project-codeflare/rayvens
project-codeflare/rayvens PublicRayvens makes it possible for data scientists to access hundreds of data services within Ray with little effort.
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IBM/doframework
IBM/doframework PublicA Testing Framework for Decision-Optimization Model Learning Algorithms
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IBM/IBM-Extended-Markov-Ratio-Decision-Process
IBM/IBM-Extended-Markov-Ratio-Decision-Process PublicThis repo includes code referenced in the paper A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded Learning by Alexander Zadorojniy, Takayuki Osogami, a…
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