PPT-By Sumit

Abhichandani Veera bapineedu nune Tushar ambre Kiran kumbhar Sathya sridharan ukash GNU RADIO INTRODUCTION OUTLINE Introduction USRP USRP 2 USRP . Patel Hien V Nguyen Rama Chellappa University of Maryland College Park USA sshekhapvishalmhienramaumiacsumdedu Abstract Datadriven dictionaries have produced stateoftheart results in various classi64257cation tasks However when the target data has a nyuedu Abstract We describe a novel unsupervised method for learning sparse overcomplete fea tures The model uses a linear encoder and a linear decoder p receded by a spar sifying nonlinearity that turns a code vector into a quasi binary sparse code Inputoutput examples are a simple and accessible way of describing program behaviour Program synthesis from inputoutput ex amples has the potential of extending the range of computational tasks achievable by endusers who have no programming knowledg mitedu Sumit Gulwani Microsoft Research Redmond WA sumitgmicrosoftcom Armando SolarLezama MIT CSAIL Cambridge MA asolarcsailmitedu Abstract We present a new method for automatically providing feedback for introductory programming problems In order to Sumit Gulwani Microsoft Research, Redmond UninterpretedFunctions: Complexity •Complexity of congruence closure : O(nlog n), where n is the size of the input formula –In each step, we merge 2 Programming by Examples. PLDI Tutorial. June 2016. Core Synthesis Architecture [1 hour by Sumit]. Domain-specific Languages. Search methodology. Ranking function. PROSE Framework [1:15 hours by Alex]. Applications, Algorithms & Ambiguity Resolution. Lecture 4: Miscellaneous Related Topics. Winter School in Software Engineering. . TRDDC, . Pune. Dec. 2017. Financial issues in pursuing graduate education?. Programming by . Examples:. PL meets ML. Joint work with PROSE team and others. 1. Programming by Examples (PBE). The task of synthesizing a program in an . underlying language. from . example-based specification . Programming using Examples. Keynote at SEMS. July 2016. Motivation. 99% of computer users cannot program! . They struggle with simple repetitive tasks.. 1. Programming by examples (PBE) can revolutionize this landscape!. RS Software (India) Limited. References: . Mining of Massive Data Sets, 2014 : . Leskovec. , . Rajaraman. , Ullman. Data Streams – Models and Algorithms, 2007 : . Charu. C . Aggarwal. Content. Business .