Mobile Internet Dissertation

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I am broadly interested in machine learning and programming languages research. at Stanford advised by Alex Aiken, and spent a year as a postdoc at MIT working with Armando Solar-Lezama. Verifiable Reinforcement Learning via Policy Extraction. PDF Enterprise Data Mining & Machine Learning Framework on Cloud Computing for Investment Platforms, Narasimharao V.Casturi PDF Collaborative Edge Computing in Mobile Internet of Things, Ravishankar Chamarajnagar PDF Multicast Aware Virtual Network Embedding in Software Defined Networks, Evrim Guler PDF Game Theory Based Privacy Protection for Context-Aware Services, Yan Huang PDF TOWARDS AI-ASSISTED DISEASE DIAGNOSIS: LEARNING DEEP FEATURE REPRESENTATIONS FOR MEDICAL IMAGE ANALYSIS, Jyoti Islam PDF High Performance Frequent Subgraph Mining on Transactional Datasets, Bismita Jena PDF Animating Predator and Prey Fish Interactions, Sahithi Podila PDF A Heterogeneous High Performance Computing Framework For Ill-Structured Spatial Join Processing, Danial Aghajarian PDF Incentive Mechanism Design in Mobile Crowdsensing Systems, Zhuojun Duan PDF Privacy Preserving Data Publishing, Zaobo He PDF Service Function Graph Design And Embedding In Next Generation Internet, Maryamsadat Jalalitabar PDF Sparse Coding for Event Tracking and Image Retrieval, Dustin J. Learning Interpretable Models with Causal Guarantees. Poly Droid: Learning-Driven Specialization of Mobile Applications. [ar Xiv] Osbert Bastani, Carolyn Kim, Hamsa Bastani. Eventually Sound Points-To Analysis with Missing Code. [paper] [extended] [ar Xiv] Osbert Bastani, Yewen Pu, Armando Solar-Lezama. [paper] [ar Xiv] [presentation] [poster] [code] Osbert Bastani, Rahul Sharma, Alex Aiken, Percy Liang. [ar Xiv] Brian Heath, Neelay Velingker, Osbert Bastani, Mayur Naik. [ar Xiv] Osbert Bastani, Xin Zhang, Armando Solar-Lezama. Relational Verification using Reinforcement Learning. REINAM: Reinforcement Learning for Input-Grammar Inference. Learning Safe Unlabeled Multi-Robot Planning with Motion Constraints. Polytopic Trees for Verification of Learning-Based Controllers. [paper] Osbert Bastani, Rahul Sharma, Lazaro Clapp, Saswat Anand, Alex Aiken. [paper] [extended] [ar Xiv] [presentation] [code] Yu Feng, Ruben Martins, Osbert Bastani, Isil Dillig.


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