181 citations · 221 across the 11 of their papers we have counts for
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stat.ML2026
Data Reuse in Non-Stationary Learning
Tomer Gafni, Garud Iyengar, Assaf Zeevi
We consider online learning in non-stationary environments, where the goal is to track an unknown parameter that switches abruptly between a finite set of recurring values. Recurre…
stat.ML2026
The Cost of Learning Under Multiple Change Points
Tomer Gafni, Garud Iyengar, Assaf Zeevi
We consider an online learning problem in environments with multiple change points. In contrast to the single change point problem that is widely studied using classical "high conf…
stat.ML2024
Asymptotically Optimal Search for a Change Point Anomaly under a Composite Hypothesis Model
Liad Lea Didi, Tomer Gafni, Kobi Cohen
We address the problem of searching for a change point in an anomalous process among a finite set of M processes. Specifically, we address a composite hypothesis model in which eac…