93 citations · 364 across the 34 of their papers we have counts for
4 papers · 1 filter
A more robust boosting algorithm
Yoav Freund
We present a new boosting algorithm, motivated by the large margins theory for boosting. We give experimental evidence that the new algorithm is significantly more robust against l…
A method for Hedging in continuous time
Yoav Freund
We present a method for hedging in continuous time.
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…
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…