40 citations · 151 across the 17 of their papers we have counts for
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stat.ML2019
Sequential Classification with Empirically Observed Statistics
Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti
Motivated by real-world machine learning applications, we consider a statistical classification task in a sequential setting where test samples arrive sequentially. In addition, th…
stat.ML2019★ 40 cited
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates
Jeffrey Negrea, Mahdi Haghifam, Gintare Karolina Dziugaite +2
In this work, we improve upon the stepwise analysis of noisy iterative learning algorithms initiated by Pensia, Jog, and Loh (2018) and recently extended by Bu, Zou, and Veeravalli…