[PDF] Report of Activities Deen Dayal Upadhyaya College University of Delhi

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Page 1 of 222

Report of Activities

Organized by

Deen Dayal Upadhyaya College

University of Delhi

(Under the aegis of DBT Star College Program)

April 01, 2020 to July 31, 2021

Prepared By Committee Members of DBT Star College Program (DDUC): Dr. Manoj Saxena, Program Coordinator-DBT Star College Program (DDUC) Dr. Vinod Kumar, Convener (Chemistry), Associate Professor, Department of Chemistry Dr. Poonam Kasturi, Convener (Electronics), Associate Professor, Department of Electronics Dr. S. N. Tripathi, Convener (Botany), Assistant Professor, Department of Botany Dr. Mamta Amol Wagh, Convener (Mathematics), Assistant Professor, Department of Mathematics Dr. Sudhir, Verma, Convener (Zoology), Assistant Professor, Department of Zoology Dr. Poonam Garg, Associate Professor, Department of Mathematics Dr. Sachin Mittal, Associate Professor, Department of Chemistry Dr. Rajkumari S Devi, Assistant Professor, Department of Botany Dr. Renu Solanki, Assistant Professor, Department of Zoology Dr. Shailly Anand, Assistant Professor, Department of Zoology Dr. Priya Goel, Assistant Professor, Department of Zoology

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Online Summer School

on Advances in Signal Processing and Machine Learning

Jointly organized by

MHRD-Institution Innovation Council, DDUC Chapter, Deen Dayal Upadhyaya College, University of Delhi (under the aegis of DBT Star College Program) Department of Electronic Science, University of Delhi National Academy of Sciences India (NASI) - Delhi Chapter

Supported By

IEEE Electron Device Society (EDS), Delhi Chapter

July 20, 2020 - July 25, 2020

TECHNICAL PROGRAM SCHEDULE

July 20, 2020

10:00 am - 10:15 am

Inauguration

July 20, 2020

10:15 am - 11:45 am

Prof. Surendra Prasad, FASc, FNA, FNAE, FNASc

Emeritus Professor, Department of Electrical Engineering, IIT Delhi

July 20, 2020

12:00 pm - 01:30 pm

Human Inspired Machine learning and AI

Prof. Tapan K. Gandhi, SMIEEE, FIETE

Associate Professor, Deptt. of Electrical Engineering, IIT Delhi

July 20, 2020

02:00 pm - 03:00 pm

Professor Subhasis Chaudhuri, FNA, FASc, FNASc, FIEEE, FNAE

Director, IIT Bombay, Mumbai

July 21, 2020

10:15 am - 11:45 am

Intelligent Analysis of Brain Images

Dr. Sushmita Mitra, FIEEE, FNA, FIAPR, FNAE, FNASc INAE Chair Professor, Fulbright Senior Researcher at Machine Intelligence Unit,

Indian Statistical Institute, Kolkata

July 21, 2020

12:00 pm - 01:30 pm

Feature engineering in Machine Learning and Computer Vision Ms Prerna Agarwal - Collaborative AI, IBM Research India

July 22, 2020

10:15 am - 11:45 am

AI/ML in Hiring

Dr. Sudhanshu Shekhar Singh, Agent Design Co Lead - Collaborative AI, IBM Research India

July 22, 2020

12:00 pm - 01:30 pm

Optimization and ML

Dr. Sudhanshu Shekhar Singh, Agent Design Co Lead - Collaborative AI, IBM Research India

July 23, 2020

10:15 am - 11:45 am

Unsupervised Learning: k-Means, Gaussian Mixtures and EM Professor Sumantra Dutta Roy, Department of Electrical Engineering, IIT Delhi

July 23, 2020

02:30 pm - 03:30 pm

Professor Marta Kwiatkowska, FRS, Associate Head of MPLS Division Fellow of Trinity College Department of Computer Science University of Oxford

July 24, 2020

10:15 am - 11:45 am

Looking beyond backpropagation in neural networks

Professor Angshul Majumdar, Associate Professor, IIIT Delhi

July 24, 2020

07:30 pm - 08:30 pm

A Reinforcement Learning Framework for Mobile Relay Beamforming Professor Athina Petropulu, President-Elect, IEEE Signal Processing Society (2020-2021), Distinguished Professor, Department of Electrical & Computer Engineering, Rutgers,

The State University of New Jersey

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July 25, 2020

10:15 am - 11:45 am

Technology Changes - Accelerating Digital transformation, Use cases & Its Impact across

Industries

Mr. Ajay Goel, Vice-President-Engineering, ALTRAN, Gurugram

July 25, 2020

06:00 pm - 07:00 pm

Object recognition models and optimization of DL algorithms for mobile devices and Q and

A for transitioning into ML/AI

Mr. Rajshekhar Mukherjee, Senior Data Scientist, SOTI Inc., Toronto, Canada Special Public Lectures in Conjunction with Online School

July 23, 2020 @ 02:30 pm Indian Standard Time

Professor Marta Kwiatkowska FRS Associate Head of MPLS Division Fellow of Trinity College Department of Computer Science University of Oxford, Oxford, OX1 3QD Marta Kwiatkowska is a computer scientists who is developing modelling and analysis methods for

complex systems, such as those arising in computer networks, electronic devices and biological

organisms. The distinctive aspect of her work is its focus on probabilistic and quantitative verification

techniques, as well as synthesis of correct-by-construction systems from quantitative specifications.

Marta's recent contributions haǀe centred on safety and trust for robotics and Artificial Intelligence, and specifically

safety and robustness guarantees for machine learning. Marta led the development of the PRISM model checker

(www.primmodelchecker.org), the leading tool in the area and widely used for research and teaching. PRISM has been

applied to study, amongst others, wireless network protocols, security protocols, molecular signalling networks, DNA

computation and cardiac pacemakers. Marta has published over 300 papers during her career and received numerous

keynote invitations. She won two ERC Advanced Grants, VERIWARE and FUN2MODEL, and is a co-investigator on the

EPSRC Programme Grant on Mobile Autonomy. Marta was awarded an honorary doctorate from KTH Institute of

Technology and is the first female winner of the Royal Society Milner Medal. She is a Fellow of the ACM, Member of

Academia Europea and Fellow of the Royal Society.

July 24, 2020

Professor Athina Petropulu, President-Elect, IEEE Signal Processing Society (2020-2021), Distinguished Professor, Department of Electrical & Computer Engineering, Rutgers,

The State University of New Jersey

Dr. Athina P. Petropulu was born in Kalamata Greece. She received the Diploma in Electrical Engineering

from the National Technical University of Athens, Greece in 1986, the M.Sc. degree in Electrical and

Computer Engineering in 1988 and the Ph.D. degree in Electrical and Computer Engineering in 1991 both

from Northeastern University, Boston. She joined the Electrical and Computer Engineering Department of Rutgers, The

State University of New Jersey in 2010, where she is now a Professor and Department Chair. From 1992 to 2010, she was

with Drexel University where she was a Professor. She held visiting appointments at SUPEREL, France, during the

academic year 1999-2000, and Princeton University, during the academic year 2007-2008. She is the coauthor (with C.L.

Nikias) of the textbook Higher-Order Spectra Analysis: a Nonlinear Signal Processing Framework, Prentice-Hall, Inc., 1993.

Her research interests span the area of statistical signal processing, wireless communications, signal processing in

networking and biomedical signal processing. In 1995 she received the Presidential Faculty Fellow (PFF) Award given by

the National Science Foundation and the White House. Her research has been supported by the US Office of Naval

Research (ONR), the National Science Foundation (NSF), the US Army, the National Institure of Health, and the Whitaker

Foundation. Dr. Petropulu is Fellow of IEEE. She is currently serving as Editor-in-Chief of the IEEE Transactions on Signal

Processing (2009-2011). She was IEEE Signal Processing Society Vice President-Conferences (2006-2008), and member-

at-large of the IEEE Signal Processing Board of Governors. She has served as an Associate Editor for the IEEE Transactions

on Signal Processing the IEEE Signal Processing Letters, was member of the editorial board of the IEEE Signal Processing

Magazine and the EURASIP Journal on Wireless Communications and Networking. She was the General Chair of the 2005

International Conference on Acoustics Speech and Signal Processing (ICASSP-05) , Philadelphia PA. She is co-recipient of

the 2005 IEEE Signal Processing Magazine Best Paper Award. Dr. Petropulu is a member of Sigma Xi, the Technical

Chamber of Greece and the Greek Association of Electrical and Electronic Engineers.

Page 4 of 222

About the Resource Persons

Surendra Prasad received the BTech in electronics and electrical communication engineering from IIT Kharagpur in 1969, and MTech and PhD degrees in electrical communication engineering from IIT Delhi in 1971 and 1974, respectively. He was conferred Doctor of Technology (hc) by Loughborough University, UK. He has been working at IIT Delhi since 1971, where he has been Professor of Electrical Engineering, Coordinator of the Bharti School of Telecom Technology and Management and Director He was Visiting Research Fellow at Loughborough University of Technology (1976-77), and Visiting Faculty Member at the Pennsylvania State University (1985-

86). Academic and Research Achievements: The teaching and research interests of Prasad are in

the area of communication engineering and statistical and digital signal processing. He has been Consultant to a number of government agencies as well as to industries in these and related areas.

Currently, he is engaged in research in various aspects of statistical signal processing and

communications, including wireless communications. Awards and Honours: Dr Prasad is recipient of the Vikram Sarabhai Research Award in Electronics and Telecommunications (1987), SS Bhatnagar Award for Engineering Sciences (1988), and Om Prakash Bhasin Prize for research in Electronics and Communications (1994). He has also been awarded the prestigious JC Bose Fellowship of DST for a period of five years and the meritorious Rajkumar Varshney Award in Systems Theory by the Systems Society of India (2007). He has also been honoured as Distinguished Alumnus of IIT Kharagpur (2007). He has been elected Fellow of the Indian National Academy of Engineering, and Indian Academy of Sciences, Bangalore. Tapan K Gandhi is currently working as Associate Professor in the Dept. of Electrical Engineering, and adjunct Professor in the School of Information Technology, IIT Delhi. He is also Visiting Scientist to MIT, USA. He received his Ph.D. fellowship from (MIT, USA) and obtained his Ph.D. jointly from IIT Delhi in Biomedical Engineering. Following his Ph.D., he has spent more than 3 years as postdoctoral research scientist at MIT, USA. Dr Gandhi was also awarded an INSPIRE Faculty in the engineering & technology category of the Department of Science & Technology, Govt. of India. During this 5 years tenure, he is awarded as the excellent INSPIRE Faculty by DST, Govt. of India. His research expertise spans from Computational Neuroscience, Brain imaging, Assistive Technology, Healthcare Technology, machine learning, Cognitive Computing to Artificial intelligence. He has published papers in top ranking journals like Nature, PNAS, Current Biology, PloS Biology. He has more than 130 publications in International journals and conference proceedings. He is PI & Co-PI of nearly 15 Crore funded projects from Industry as well as Govt. of India organizations. He is one of the Project Leader of two Centre of Excellence at AIIMS New Delhi (CoE on Advence Epilepsy Research and CoE on Neurodevelopmental Disorder). Dr Gandhi's work was selected as cover page in Science Magazine in 2015. He has delivered many invited talks in Universities in India and abroad like Harverd University, Yale University, MIT, Copenhagen University, University of Groningen. He is one of the international member to review Europian Union joint projects on Vision Sciences. He has four patents and three technologies transfer to Ministry of Social Justice, Govt. of India. He is serving as an expert member in various research committees in Govt. of India, UNESCO as well as reviewers in many journals like IEEE, Elsevier, and Springer etc. Dr Gandhi is also mentoring one AI company incubated in IIT Delhi (NableIT) . He is Senior memmber, IEEE, Fellow in IETE & also received Platinum Jubilee YOUNG SCIENTIST award 2015 by National Academy of Science in INDIA and GYTI 2019 Award. Presenetly, he is also serving as the Chairperson of Project Prakash charitable Trust (www.prakashtrust.org), that helps in Restoration of sight and providing education to visually impaired in India. Professor Chaudhuri is Director IIT Bombay and also the Kamalnayan Bajaj Chair Professor in the

Department of Electrical Engineering. Prof. Subhasis Chaudhuri works in the area of image

processing, computer vision, machine learning and computational haptics. Some of the areas where he has contributed significantly include - depth recovery from defocused images, image super-resolution, blind deconvolution, hyper-spectral image visualization and pattern recognition in remote sensing images. In the area of Haptics, his major contribution lies in haptic rendering of point cloud data, kinaesthetic perception and haptic data communication. Prof. Chaudhuri has received numerous awards for his research. These include the G. D. Birla Award for Scientific Research, NASI-Reliance Industries Platinum Jubilee Award for Application Oriented Innovation, J. C. Bose National Fellowship, Prof. H. H. Mathur Excellence in Research Award of IIT Bombay, Shanti Swarup Bhatnagar Prize in Engineering Sciences, Swarnajayanti Fellowship and Hari Om

Page 5 of 222

Prerit Dr. Vikram Sarabhai Research Award. He is also a Distinguished Alumnus of IIT Kharagpur. He has been a Fellow of Indian National Academy of Engineering (INAE), Indian Academy of Sciences (IASc), National Academy of Sciences (NASI) and Indian National Science Academy (INSA). He is also a Fellow of IEEE. Prof. Chaudhuri has been on the editorial boards of IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) during 2006-2008, SIAM Journal SIIMS since 2018 and International Journal of Computer Vision (IJCV) since 2004. He hasquotesdbs_dbs33.pdfusesText_39

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