PPT-MAPL Keynote June 2017 Sumit Gulwani

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 examplebased specification . 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 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 A BR 177 RIVE OAK DRIV CALUME CITY I 6040 AM there . on the Web. Serge Abiteboul. 2014. Abiteboul - EDBT keynote, Athenes. 1. Knowledge out . there . on the . Web: . Video of the talk at the Royal . S. ociety. 2014. Abiteboul - EDBT keynote, Athenes. 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 This June, can you do something wild every day for a month? . Feel happier, healthier and more connected to nature by doing something wild every day for thirty days this June.. . No matter where you live, wildlife and wild places are all around, waiting to be discovered by you.. A Combined Gigahertz and Terahertz Synchrotron-based Fourier Transform Infrared Spectroscopic Investigation of Ortho-D-phenol: . Tunneling Switching. S. Albert,. 1, 2. Z. Chen. ,. 1. C. Fábri,. 1. Wartburg College. Understanding the Potential Impact of India’s Economic, Political and Cultural Environment. Surekha Rao . President, Indiana Academy of the Social Sciences. Indiana . University . behaviour. James Harris. , Managing Director, Elgin . Keynote stage sponsor. Influencing driver behaviour. roadworks.org. elgin.org.uk. James Harris. Managing Director . . Elgin. Highways UK 8 . 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!. Vishwani D. Agrawal. Professor Emeritus. Department of Electrical and Computer Engineering. Auburn University. Auburn, Alabama 36849, USA. June 29, 2018. First General-Purpose Computer. Electronic Numerical Integrator and Calculator (ENIAC) built in World War II was the first general purpose computer. on 20/20, Entertainment Tonight, Oprah, the nationwide. Her compositions are sung by Reba McEntire, rmers ranging from Kenny Loggins to The Dixie Chicks. Keynote Concerts, Inc. is the name of Ja 1. The Everyday Bullying of Microaggressions: Recognizing and Intervening. Yolanda Flores Niemann, Ph.D.. University of North Texas . Adapted from Renee Wells (SPSSI, 2016). Microaggressions. Manifestations of bias. 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 .