Recent Papers/Pre-Prints

• FLASH: Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search [arxiv]
• Arrays of (locality-sensitive) Count Estimators (ACE): High-Speed Anomaly Detection via Cache Lookups [arxiv]
• A New Unbiased and Efficient Class of LSH-Based Samplers and Estimators for Partition Function Computation in Log-Linear Models  [arxiv]
• Sub-linear Privacy-preserving Search with Unsecured Server and Semi-honest Parties  [arxiv]
• Optimal Densification for Fast and Accurate Minwise Hashing [arxiv] ICML 2017
• Scalable and Sustainable Deep Learning via Randomized Hashing [arxiv]  KDD 2017 (Oral)
• RHash: Robust Hashing via  \ell_{\infty}-norm Distortion  IJCAI 2017
• SSH (Sketch, Shingle, & Hash) for Indexing Massive-Scale Time Series [arxiv] JMLR Vol 55
• Simple And Efficient Weighted Minwise Hashing [arxiv] NIPS 2016
• Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams. [pdf] SIGMOD 2016
• CaPSuLe: Camera Based Positioning System Using Learning. [pdf] [slides] IEEE SOCC 2016