93 citations · 364 across the 34 of their papers we have counts for
Showing 2009 · cs.LGShow all
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cs.LG2009★ 3 cited
Tracking using explanation-based modeling
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu
We study the tracking problem, namely, estimating the hidden state of an object over time, from unreliable and noisy measurements. The standard framework for the tracking problem i…
cs.LG2009★ 93 cited
A parameter-free hedging algorithm
Kamalika Chaudhuri, Yoav Freund, Daniel Hsu
We study the problem of decision-theoretic online learning (DTOL). Motivated by practical applications, we focus on DTOL when the number of actions is very large. Previous algorith…