Santosh S. Venkatesh

Professor
Electrical and Systems Engineering (ESE)

Email | Personal Webpage

Honors and Awards:  Lindback Award for Distinguished Teaching - 2004

Research Expertise: Information Theory | Machine Learning | Neural Computation

Santosh is interested in probabilistic methods applied to fundamental problems in information, communication, and security. Using tools from large deviation theory and combinatorial graph theory, he has investigated foundational questions in statistical pattern recognition, computational learning, communication efficacy, and neural computation. Santosh is currently working on problems in wireless network connectivity, defenses against denial of service attacks on computer infrastructure, and information measures in genomics.

Member of:

Recent Publications RSS Feed

  • Visibility-Aware Optimal Contagion of Malware Epidemics, Eshghi, S. | Sarkar, S. | Venkatesh, S.S., IEEE Transactions on Automatic Control, 2017
  • Spread, then target, and advertise in waves: Optimal capital allocation across advertising channels, Eshghi, S. | Preciado, V.M. | Sarkar, S. | Venkatesh, S.S. | Zhao, Q. | D'souza, R. | Swami, A., 2017 Information Theory and Applications Workshop, ITA 2017, 2017
  • First upper limits on the radar cross section of cosmic-ray induced extensive air showers, Abbasi, R.U. | Abe, M. | Abou Bakr Othman, M. | Abu-Zayyad, T. | Allen, M. | Anderson, R. | Azuma, R. | Barcikowski, E. | Belz, J.W. | Bergman, D.R. | Besson, D. | Blake, S.A. | Byrne, M. | Cady, R. | Chae, M.J. | Cheon, B.G. | Chiba, J. | Chikawa, M. | Cho, W.R. | Farhang-Boroujeny, B. | Fujii, T. | Fukushima, M. | Gillman, W.H. | Goto, T. | Hanlon, W. | Hanson, J.C. | Hayashi, Y. | Hayashida, N. | Hibino, K. | Honda, K. | Ikeda, D. | Inoue, N. | Ishii, T. | Ishimori, R. | Ito, H. | Ivanov, D. | Jayanthmurthy, C. | Jui, C.C.H. | Kadota, K. | Kakimoto, F. | Kalashev, O. | Kasahara, K. | Kawai, H. | Kawakami, S. | Kawana, S. | Kawata, K. | Kido, E. | Kim, H.B. | Kim, J.H. | Kim, J.H. | Kitamura, S. | Kitamura, Y. | Kunwar, S. | Kuzmin, V. | Kwon, Y.J. | Lan, J. | Lim, S.I. | Lundquist, J.P. | Machida, K. | Martens, K. | Matsuda, T. | Matsuyama, T. | Matthews, J.N. | Minamino, M. | Mukai, K. | Myers, I. | Nagasawa, K. | Nagataki, S. | Nakamura, T. | Nonaka, T. | Nozato, A. | Ogio, S. | Ogura, J. | Ohnishi, M. | Ohoka, H. | Oki, K. | Okuda, T. | Ono, M. | Oshima, A. | Ozawa, S. | Park, I.H. | Prohira, S. | Pshirkov, M.S. | Rezazadeh-Reyhani, A. | Rodriguez, D.C. | Rubtsov, G. | Ryu, D. | Sagawa, H. | Sakurai, N. | Sampson, A.L. | Scott, L.M. | Schurig, D. | Shah, P.D. | Shibata, F. | Shibata, T. | Shimodaira, H. | Shin, B.K. | Smith, J.D. | Sokolsky, P. | Springer, R.W. | Stokes, B.T. | Stratton, S.R. | Stroman, T.A. | Suzawa, T. | Takai, H. | Takamura, M. | Takeda, M. | Takeishi, R. | Taketa, A. | Takita, M. | Tameda, Y. | Tanaka, H. | Tanaka, K. | Tanaka, M. | Thomas, S.B. | Thomson, G.B. | Tinyakov, P. | Tkachev, I. | Tokuno, H. | Tomida, T. | Troitsky, S. | Tsunesada, Y. | Tsutsumi, K. | Uchihori, Y. | Udo, S. | Urban, F. | Vasiloff, G. | Venkatesh, S. | Wong, T. | Yamane, R. | Yamaoka, H. | Yamazaki, K. | Yang, J. | Yashiro, K. | Yoneda, Y. | Yoshida, S. | Yoshii, H. | Zollinger, R. | Zundel, Z., Astroparticle Physics, 2017
  • Optimal Patching in Clustered Malware Epidemics, Eshghi, S. | Khouzani, M.H.R. | Sarkar, S. | Venkatesh, S.S., IEEE/ACM Transactions on Networking, 2016
  • Going beyond a First Reader: A Machine Learning Methodology for Optimizing Cost and Performance in Breast Ultrasound Diagnosis, Venkatesh, S.S. | Levenback, B.J. | Sultan, L.R. | Bouzghar, G. | Sehgal, C.M., Ultrasound in Medicine and Biology, 2015


Return to Directory