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Goldfarb, Daniel

  1. Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime
    2022/06/01 by Daniel Goldfarb, Goldfarb, Daniel, Paul Hand +1 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  2. The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model
    2024/01/23 by Goldfarb, Daniel, Evron, Itay, Weinberger, Nir +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Causal Inference via Conditional Kolmogorov Complexity using MDL Binning
    2019/10/31 by Daniel Goldfarb, Scott Evans, Goldfarb, Daniel +1 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #Computability, Logic, AI Algorithms #Machine Learning and Algorithms