Gautam Kamath, Sepehr Assadi, A. Driemel, Janardhan Kulkarni
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Introduction to the Special Issue on ACM-SIAM Symposium on Discrete Algorithms (SODA) 2020
the role of interactivity in local differential a close connection between the communication complexity of a two-player problem and the sample complexity of its sequentially-interactive locally-private multi-player analogue. the authors to show the first exponential separation between the sample complexity of sequentially- and fully-interactive locally private protocols. Furthermore, construct an infinite hierarchy of sequentially-interactive protocols (parameterized by their number of rounds of interactivity), where each level of the hierarchy is exponentially separated from the one before.
期刊介绍:
ACM Transactions on Algorithms welcomes submissions of original research of the highest quality dealing with algorithms that are inherently discrete and finite, and having mathematical content in a natural way, either in the objective or in the analysis. Most welcome are new algorithms and data structures, new and improved analyses, and complexity results. Specific areas of computation covered by the journal include
combinatorial searches and objects;
counting;
discrete optimization and approximation;
randomization and quantum computation;
parallel and distributed computation;
algorithms for
graphs,
geometry,
arithmetic,
number theory,
strings;
on-line analysis;
cryptography;
coding;
data compression;
learning algorithms;
methods of algorithmic analysis;
discrete algorithms for application areas such as
biology,
economics,
game theory,
communication,
computer systems and architecture,
hardware design,
scientific computing