
Limits of Private Learning with Access to Public Data
We consider learning problems where the training set consists of two typ...
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Boosting Simple Learners
We consider boosting algorithms under the restriction that the weak lear...
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Nonstochastic MultiArmed Bandits with GraphStructured Feedback
We present and study a partialinformation model of online learning, whe...
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From Bandits to Experts: A Tale of Domination and Independence
We consider the partial observability model for multiarmed bandits, int...
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Sum of Us: Strategyproof Selection from the Selectors
We consider directed graphs over a set of n agents, where an edge (i,j) ...
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Unbalancing Sets and an Almost Quadratic Lower Bound for Syntactically Multilinear Arithmetic Circuits
We prove a lower bound of Ω(n^2/^2 n) on the size of any syntactically m...
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Private PAC learning implies finite Littlestone dimension
We show that every approximately differentially private learning algorit...
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The Minrank of Random Graphs over Arbitrary Fields
The minrank of a graph G on the set of vertices [n] over a field F is th...
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The hat guessing number of graphs
Consider the following hat guessing game: n players are placed on n vert...
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Multitasking Capacity: Hardness Results and Improved Constructions
We consider the problem of determining the maximal α∈ (0,1] such that ev...
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Deterministic Combinatorial Replacement Paths and Distance Sensitivity Oracles
In this work we derandomize two central results in graph algorithms, rep...
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Highgirth nearRamanujan graphs with localized eigenvectors
We show that for every prime d and α∈ (0,1/6), there is an infinite sequ...
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On Generalized Regularity
Szemeredi's regularity lemma is one instance in a family of regularity l...
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Closure Properties for Private Classification and Online Prediction
Let H be a class of boolean functions and consider acomposed class H' th...
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Algorithmic Number On the Forehead Protocols Yielding Dense RuzsaSzemerédi Graphs and Hypergraphs
We describe algorithmic Number On the Forehead protocols that provide de...
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Explicit expanders of every degree and size
An (n,d,λ)graph is a d regular graph on n vertices in which the absolut...
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The εtNet Problem
We study a natural generalization of the classical ϵnet problem (Haussl...
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