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Deep Learning

Deep Learning

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Deep Learning
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<strong>School of Computer &amp; Systems Sciences Jawaharlal Nehru University</strong> a Special lecture on <strong>Deep Learning</strong> By <strong>Dr. Ravi Kothari</strong> IBM Research Center, New Delhi <strong>Abstract :</strong> The string of recent instances of deep learning architectures solving complex problems has led to a near euphoric attention being paid to deep learning. In this talk, I will briefly review some well-known deep learning algorithms and then critically examine both from a theoretical and empirical perspective, the recent successes in applying these paradigms. I also provide some insights into interesting developments that are likely to prompt the next generation of learning paradigms. <strong>Brief Biography:</strong> Ravi Kothari is an IBM Distinguished Engineer and the Chief Scientist of IBM Research - India. Prior to joining IBM, he was an Associate Professor (tenured) and Director of the Artificial Neural Systems Laboratory at the University of Cincinnati, OH (USA). Dr. Kothari has served as an Associate Editor of the IEEE Transactions on Neural Networks, IEEE Transactions on Knowledge and Data Engineering, Pattern Analysis and Applications (Springer) as well as on the program committees of various conferences. He was an IEEE Distinguished Visitor (2003-2005 and 2006-2009) and is a member of the IBM Academy of Technology and the IBM Industry Academy. He was a recipient of the 2008 Gerstner Award (IBM's highest team award) and is a fellow of the Indian National Academy of Engineering. Date:<strong> October 19, 2016</strong>

A warm welcome to the modified and updated website of the Centre for East Asian Studies. The East Asian region has been at the forefront of several path-breaking changes since 1970s beginning with the redefining the development architecture with its State-led development model besides emerging as a major region in the global politics and a key hub of the sophisticated technologies. The Centre is one of the thirteen Centres of the School of International Studies, Jawaharlal Nehru University, New Delhi that provides a holistic understanding of the region.

Initially, established as a Centre for Chinese and Japanese Studies, it subsequently grew to include Korean Studies as well. At present there are eight faculty members in the Centre. Several distinguished faculty who have now retired include the late Prof. Gargi Dutt, Prof. P.A.N. Murthy, Prof. G.P. Deshpande, Dr. Nranarayan Das, Prof. R.R. Krishnan and Prof. K.V. Kesavan. Besides, Dr. Madhu Bhalla served at the Centre in Chinese Studies Programme during 1994-2006. In addition, Ms. Kamlesh Jain and Dr. M. M. Kunju served the Centre as the Documentation Officers in Chinese and Japanese Studies respectively.

The academic curriculum covers both modern and contemporary facets of East Asia as each scholar specializes in an area of his/her interest in the region. The integrated course involves two semesters of classes at the M. Phil programme and a dissertation for the M. Phil and a thesis for Ph. D programme respectively. The central objective is to impart an interdisciplinary knowledge and understanding of history, foreign policy, government and politics, society and culture and political economy of the respective areas. Students can explore new and emerging themes such as East Asian regionalism, the evolving East Asian Community, the rise of China, resurgence of Japan and the prospects for reunification of the Korean peninsula. Additionally, the Centre lays great emphasis on the building of language skills. The background of scholars includes mostly from the social science disciplines; History, Political Science, Economics, Sociology, International Relations and language.

Several students of the centre have been recipients of prestigious research fellowships awarded by Japan Foundation, Mombusho (Ministry of Education, Government of Japan), Saburo Okita Memorial Fellowship, Nippon Foundation, Korea Foundation, Nehru Memorial Fellowship, and Fellowship from the Chinese and Taiwanese Governments. Besides, students from Japan receive fellowship from the Indian Council of Cultural Relations.