
Differentially Private Sliced Wasserstein Distance
Developing machine learning methods that are privacy preserving is today...
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Photonic Differential Privacy with Direct Feedback Alignment
Optical Processing Units (OPUs) – lowpower photonic chips dedicated to ...
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Partial Trace Regression and LowRank Kraus Decomposition
The trace regression model, a direct extension of the wellstudied linea...
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Quantum Bandits
We consider the quantum version of the bandit problem known as best arm...
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QuicKmeans: Acceleration of Kmeans by learning a fast transform
Kmeans  and the celebrated Lloyd algorithm  is more than the cluste...
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FrankWolfe Algorithm for the Exact Sparse Problem
In this paper, we study the properties of the FrankWolfe algorithm to s...
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On Generalizing the CBound to the Multiclass and Multilabel Settings
The Cbound, introduced in Lacasse et al., gives a tight upper bound on ...
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Dynamic Screening: Accelerating FirstOrder Algorithms for the Lasso and GroupLasso
Recent computational strategies based on screening tests have been propo...
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On the Generalization of the CBound to Structured Output Ensemble Methods
This paper generalizes an important result from the PACBayesian literat...
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PACBayesian Generalization Bound on Confusion Matrix for MultiClass Classification
In this work, we propose a PACBayes bound for the generalization risk o...
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Chromatic PACBayes Bounds for NonIID Data: Applications to Ranking and Stationary βMixing Processes
PacBayes bounds are among the most accurate generalization bounds for c...
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Liva Ralaivola
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