Publications

Randomised Composition and Small-Bias Minimax

FOCS 2022.

PDF arXiv

VC Dimension and Distribution-Free Sample-Based Testing

STOC 2021.

PDF DOI arXiv

A New Minimax Theorem for Randomized Algorithms

FOCS 2020.

PDF DOI arXiv

On Testing and Robust Characterizations of Convexity

RANDOM 2020.

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Testing Convexity of Functions over Finite Domains

SODA 2020.

PDF DOI arXiv

Tolerant Junta Testing and the Connection to Submodular Optimization and Function Isomorphism

ACM Transactions on Computation Theory, 2019.

PDF DOI arXiv ECCC

Distribution Testing Lower Bounds via Reductions from Communication Complexity

ACM Transactions on Computation Theory, 2019.

PDF DOI ECCC

A Characterization of Constant-Sample Testable Properties

Random Structures & Algorithms, 2019.

PDF DOI arXiv ECCC

I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making

VLDB 2017.

PDF DOI

A Worst-Case Analysis of Constraint-Based Algorithms for Exact Multi-objective Combinatorial Optimization

Canadian AI 2017.

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Testing Juntas and Related Properties of Boolean Functions

Encyclopedia of Algorithms, 2016.

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Something for (Almost) Nothing: New Advances in Sublinear-Time Algorithms

Handbook of Big Data, 2016.

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Learning and Testing Junta Distributions

COLT 2016.

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A Polynomial Lower Bound for Testing Monotonicity

STOC 2016.

PDF DOI arXiv

A Mathematical Model of Performance-Relevant Feature Interactions

SPLC 2016.

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Rapid Sampling for Visualizations with Ordering Guarantees

VLDB 2015.

PDF DOI arXiv

Quantum Algorithm for Monotonicity Testing on the Hypercube

Theory of Computing, 2015.

PDF DOI arXiv

Performance Prediction of Configurable Software Systems by Fourier Learning

ASE 2015.

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Partially Symmetric Functions Are Efficiently Isomorphism Testable

SIAM Journal on Computing, 2015.

PDF DOI arXiv

Learning Circuits with Few Negations

RANDOM 2015.

PDF DOI arXiv ECCC

Approximating Boolean Functions with Depth-2 Circuits

SIAM Journal on Computing, 2015.

PDF DOI ECCC

An Inequality for the Fourier Spectrum of Parity Decision Trees

arXiv preprint, 2015.

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The Information Complexity of Hamming Distance

RANDOM 2014.

PDF DOI Proceedings

Semi-Strong Colouring of Intersecting Hypergraphs

Combinatorics, Probability, and Computing, 2014.

PDF DOI arXiv

On DNF Approximators for Monotone Boolean Functions

ICALP 2014.

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Lower Bounds for Testing Properties of Functions over Hypergrid Domains

CCC 2014.

PDF DOI ECCC

Nearly Tight Bounds for Testing Function Isomorphism

SIAM Journal on Computing, 2013.

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Hypercontractivity Via the Entropy Method

Theory of Computing, 2013.

PDF DOI

Tight Bounds for Testing k-Linearity

RANDOM 2012.

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Property Testing Lower Bounds via Communication Complexity

Computational Complexity, 2012.

PDF DOI ECCC

Active Property Testing

FOCS 2012.

PDF DOI arXiv

Testing Juntas: A Brief Survey

Property Testing - Current Research and Surveys, 2010.

PDF DOI

Testing Boolean Function Isomorphism

RANDOM 2010.

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Polynomial Regression Under Arbitrary Product Distributions

Machine Learning, 2010.

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Lower Bounds for Testing Function Isomorphism

CCC 2010.

PDF DOI

k+ Decision Trees

ALGOSENSORS 2010.

PDF DOI

Longest Common Subsequences in Sets of Permutations

arXiv preprint, 2009.

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Gene Maps Linearization Using Genomic Rearrangement Distances

Journal of Computational Biology, 2007.

DOI

On the Inference of Parsimonious Indel Evolutionary Scenarios

Journal of Bioinformatics and Computational Biology, 2006.

DOI

Common Substrings in Random Strings

CPM 2006.

DOI