
Model Counting meets F0 Estimation
Constraint satisfaction problems (CSP's) and data stream models are two ...
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Testing Product Distributions: A Closer Look
We study the problems of identity and closeness testing of ndimensional...
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EcoRouting Using Open Street Maps
A vehicle's fuel consumption depends on its type, the speed, the conditi...
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NearOptimal Learning of TreeStructured Distributions by ChowLiu
We provide finite sample guarantees for the classical ChowLiu algorithm...
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Efficient Statistics for Sparse Graphical Models from Truncated Samples
In this paper, we study highdimensional estimation from truncated sampl...
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Efficient Distance Approximation for Structured HighDimensional Distributions via Learning
We design efficient distance approximation algorithms for several classe...
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Efficiently Learning and Sampling Interventional Distributions from Observations
We study the problem of efficiently estimating the effect of an interven...
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Combinatorial lower bounds for 3query LDCs
A code is called a qquery locally decodable code (LDC) if there is a ra...
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Parameterized Intractability of Even Set and Shortest Vector Problem
The kEven Set problem is a parameterized variant of the Minimum Distanc...
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Average Bias and Polynomial Sources
We identify a new notion of pseudorandomness for randomness sources, whi...
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Learning and Testing Causal Models with Interventions
We consider testing and learning problems on causal Bayesian networks as...
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Parameterized Intractability of Even Set and Shortest Vector Problem from GapETH
The kEven Set problem is a parameterized variant of the Minimum Distanc...
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Hardness of learning noisy halfspaces using polynomial thresholds
We prove the hardness of weakly learning halfspaces in the presence of a...
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Fishing out Winners from Vote Streams
We investigate the problem of winner determination from computational so...
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Arnab Bhattacharyya
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