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COLT
2005
Springer
13 years 6 months ago
From External to Internal Regret
External regret compares the performance of an online algorithm, selecting among N actions, to the performance of the best of those actions in hindsight. Internal regret compares ...
Avrim Blum, Yishay Mansour
COLT
2003
Springer
13 years 10 months ago
Internal Regret in On-Line Portfolio Selection
This paper extends the game-theoretic notion of internal regret to the case of on-line potfolio selection problems. New sequential investment strategies are designed to minimize th...
Gilles Stoltz, Gábor Lugosi
CORR
2010
Springer
132views Education» more  CORR 2010»
13 years 4 months ago
Calibration and Internal no-Regret with Partial Monitoring
Calibrated strategies can be obtained by performing strategies that have no internal regret in some auxiliary game. Such strategies can be constructed explicitly with the use of B...
Vianney Perchet
CORR
2010
Springer
165views Education» more  CORR 2010»
13 years 4 months ago
Online Learning: Beyond Regret
We study online learnability of a wide class of problems, extending the results of [26] to general notions of performance measure well beyond external regret. Our framework simult...
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
DSD
2007
IEEE
117views Hardware» more  DSD 2007»
13 years 8 months ago
On Complexity of Internal and External Equivalence Checking
We compare the complexity of "internal" and "external" equivalence checking. The former is meant for proving the correctness of a synthesis transformation by w...
Eugene Goldberg, Kanupriya Gulati