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11704817e347269b7254e744b5e22dac-Paper.pdf
Forexample, areal-time communications service maybeinterested in tuning the parameters of a control policy to adapt video quality in real time in order to maximize video quality and minimize latency [10, 17].
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Differentially Private Contextual Linear Bandits
The objective is to maximize cumulative reward byexploring the actions to discover optimal ones (having the best expectedreward),balancedwithexploitingthem.
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Wasserstein Weisfeiler-Lehman Graph Kernels
Matteo Togninalli, Elisabetta Ghisu, Felipe Llinares-López, Bastian Rieck, Karsten Borgwardt
Neural Information Processing Systems http://nips.cc/
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Onthe Cryptographic Hardness of Learning Single Periodic Neurons
Consider F = {f , w(x) = c hx, i) | w 2 Sd 1}. Let = (d) > 0 beasequence 2 (0,1) a constant, and{Fd}d2N beasequence Rd.
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StrategicBehaviorisBliss: IterativeVotingImproves SocialWelfare
One critical flaw of voting is its susceptibility to strategic manipulations. That is, agents may have an incentive to misreport their preferences (i.e.
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