# Publications by Year: 2015

Consistent Estimation of Dynamic and Multi-Layer Block Models.” Proceedings of the 32nd International Conference on Machine Learning. arXiv VersionAbstract PDF

. 2015. “Elements of a new Ethical Framework for Big Data Research.” In Future of Privacy Forum Workshop: Beyond IRBs: Designing Ethical Review Processes for Big Data. Washington D.C.Abstract PDF

. 2015. “Grecs: Graph Encryption for Approximate Shortest Distance Queries.” The 22nd ACM Conference on Computer and Communications Security. Publisher's VersionAbstract PDF

. 2015. “Perspectives on the Future of Digital Privacy.” ZSR, Pp. 339-448.

. 2015. “All the Data on All the People.” UC Berkeley Law School & GWU Law School (Berkeley Center for Law & Technology). The Privacy Law Scholars Conference (PLSC). Berkeley, CA. .

. 2015. “Automating Open Science for Big Data.” The ANNALS of the American Academy of Political and Social Science, 659, 1, Pp. 260-273 . Publisher's VersionAbstract

. 2015. “Between Pure and Approximate Differential Privacy.” Theory and Practice of Differential Privacy (TPDP 2015), London, UK. TPDP Conference Version PDF

. 2015. “Cryptographic Enforcement of Language-Based Erasure.” Proceedings of the 28th IEEE Computer Security Foundations Symposium (CSF).Abstract PDF

. 2015. “ . 2015. “The Differential Privacy of Bayesian Inference. Bachelor's thesis, Harvard College. DASH VersionAbstract

. 2015. Differentially Private Release and Learning of Threshold Functions.” In 56th Annual IEEE Symposium on Foundations of Computer Science (FOCS 15). Berkeley, California. ArXiv VersionAbstract PDF

. 2015. “Efficient Use of Differentially Private Binary Trees.” Theory and Practice of Differential Privacy (TPDP 2015), London, UK.

. 2015. “Fair Information Sharing for Treasure Hunting..” In AAI Conference on Artificial Intelligence. North America: Association for the Advancement of Artificial Intelligence (AAAI). PDF Abstract

. 2015. “ . 2015. “Hardness Amplification and the Approximate Degree of Constant-Depth Circuits.” International Colloquium on Automata, Languages, and Programming (ICALP 2015) BG. ArXiv VersionAbstract PDF

. 2015. “In the Age of the Web, What Does “Public” Mean?.” Internet Monitor 2014: Data and Privacy. Online Version

. 2015. “Integrating Approaches to Privacy Across the Research Lifecycle: When is Information Purely Public?.” Social Science Research Network. SSRN VersionAbstract

. 2015. “Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery.” JMLR: Workshop and Conference Proceedings, 40, 201, Pp. 1-41. PDFAbstract

. 2015. “Learning Privately with Labeled and Unlabeled Examples.” Accepted for publication, SODA 2015. arXiv.orgAbstract PDF

. 2015. “Mechanism Design and Differential Privacy.” In Encyclopedia of Algorithms, Pp. 1-12. New York, NY: Springer Berlin Heidelberg. Publisher's Version

. 2015. “