S. Venkatesh

发表

S. Venkatesh, 1987 .

On learning binary weights for majority functions

Santosh S. Venkatesh, S. Venkatesh, 1991, COLT '91.

Computation and learning in the context of neural network capacity

S. Venkatesh, 1992 .

On the average tractability of binary integer programming and the curious transition to perfect generalization in learning majority functions

Santosh S. Venkatesh, S. C. Fang, Shao C. Fang, 1993, COLT '93.

The capacity of the Hopfield associative memory

Santosh S. Venkatesh, Robert J. McEliece, Edward C. Posner, 1987, IEEE Trans. Inf. Theory.

On Reliable Computation With Formal Neurons

Demetri Psaltis, Santosh S. Venkatesh, D. Psaltis, 1992, IEEE Trans. Pattern Anal. Mach. Intell..

Linear Maps with Point Rules: Applications to Pattern Classification and Associative Memory

S. Venkatesh, 1987 .

Directed Drift: A New Linear Threshold Algorithm for Learning Binary Weights On-Line

Santosh S. Venkatesh, S. Venkatesh, 1993, J. Comput. Syst. Sci..

Asymptotic expansions of the k nearest neighbor risk

S. Venkatesh, R. Snapp, 1998 .

How much information can one bit of memory retain about a Bernoulli sequence?

Santosh S. Venkatesh, Joel Franklin, S. Venkatesh, 1991, IEEE Trans. Inf. Theory.

Programmed interactions in higher-order neural networks: The outer-product algorithm

Santosh S. Venkatesh, Pierre Baldi, P. Baldi, 1991, J. Complex..

Learning Pattern Classification - A Survey

Sanjeev R. Kulkarni, Gábor Lugosi, Santosh S. Venkatesh, 1998, IEEE Trans. Inf. Theory.

On the finite sample performance of the nearest neighbor classifier

Demetri Psaltis, Santosh S. Venkatesh, Robert R. Snapp, 1993, IEEE Trans. Inf. Theory.

Optimal stopping and effective machine complexity in learning

J. Stephen Judd, Santosh S. Venkatesh, Changfeng Wang, 1993, Proceedings of 1995 IEEE International Symposium on Information Theory.

Random interactions in higher order neural networks

Pierre Baldi, Santosh S. Venkatesh, P. Baldi, 1993, IEEE Trans. Inf. Theory.

Optical-Image Correlation With A Binary Spatial Light-Modulator

Demetri Psaltis, Santosh S. Venkatesh, Eung Gi Paek, 1984 .

Sequence space coverage, entropy of genomes and the potential to detect non-human DNA in human samples

Zhandong Liu, Carlo C Maley, S. Venkatesh, 2008, BMC Genomics.

Connectivity of Metric Random Graphs

Santosh S. Venkatesh, S. Venkatesh, 2004 .

Adaptive Selective Verification

S. Khanna, C.A. Gunter, S. Venkatesh, 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

The capacity of majority rule

Santosh S. Venkatesh, S. C. Fang, Shao C. Fang, 1998, Random Struct. Algorithms.

A Variation on the Littlewood-Offord Theme with Applications to Phase Transitions in CDMA Detection

S. Venkatesh, 2011 .

Cdma Capacity

S. Venkatesh, 2004 .

Optimal Patching in Clustered Epidemics of Malware

MHR. Khouzani, S. S. Venkatesh, S. Venkatesh, 2012 .

The Essence of Randomness

Santosh S. Venkatesh, S. Venkatesh, 2012 .

Learning pattern classification— a survey (invited paper)

Sanjeev R. Kulkarni, Gábor Lugosi, Santosh S. Venkatesh, 2000 .

Learning finite binar sequences from half-space data

S. C. Fang, S. Venkatesh, 1999 .

On the Minimum Expected Duration of a Coin Tossing Game

Inchi Hu, S. Venkatesh, 1993, Proceedings. IEEE International Symposium on Information Theory.

On batch learning in a binary weight setting

S. C. Fang, S. Venkatesh, 1995, Proceedings of 1995 IEEE International Symposium on Information Theory.

Composite algorithms for shaping attraction basins

Demetri Psaltis, Santosh S. Venkatesh, Girish Pancha, 1988, Neural Networks.

INFORMATION STORAGE IN FULLY CONNECTED NETWORKS

Demetri Psaltis, Santosh S. Venkatesh, D. Psaltis, 1989 .

Learning from a mixture of labeled and unlabeled examples with parametric side information

Santosh S. Venkatesh, Joel Ratsaby, S. Venkatesh, 1995, COLT '95.

On Properties of Networks of Neuron-Like Elements

Pierre Baldi, Santosh S. Venkatesh, P. Baldi, 1987, NIPS.

Linear and logarithmic capacities in associative neural networks

Demetri Psaltis, Santosh S. Venkatesh, D. Psaltis, 1989, IEEE Trans. Inf. Theory.

On Edge-colored Interior Planar Graphs on a Circle and the Expected Number of RNA Secondary Structures

Alon Orlitsky, Santosh S. Venkatesh, S. Venkatesh, 1996, Discret. Appl. Math..

Mitigating DoS attack through selective bin verification

C.A. Gunter, M. Sherr, M. Greenwald, 2005, 1st IEEE ICNP Workshop on Secure Network Protocols, 2005. (NPSec)..

Spread, Then Target, and Advertise in Waves: Optimal Budget Allocation Across Advertising Channels

Ananthram Swami, Victor M. Preciado, Qing Zhao, 2017, IEEE Transactions on Network Science and Engineering.

Spread, then target, and advertise in waves: Optimal capital allocation across advertising channels

Ananthram Swami, Victor M. Preciado, Saswati Sarkar, 2017, 2017 Information Theory and Applications Workshop (ITA).

DoS Protection for Reliably Authenticated Broadcast

Sanjeev Khanna, Carl A. Gunter, Santosh S. Venkatesh, 2004, NDSS.

Shaping attraction basins in neural networks

Demetri Psaltis, Santosh S. Venkatesh, Girish Pancha, 1990, Neural Networks.

Optimal Energy-Aware Epidemic Routing in DTNs

Ness B. Shroff, Saswati Sarkar, Soheil Eshghi, 2012, IEEE Transactions on Automatic Control.

An epidemiological diffusion framework for vehicular messaging in general transportation networks

David Starobinski, Megan S. Ryerson, Saswati Sarkar, 2020 .

The Science of Making ERORS: What Error Tolerance Implies for Capacity in Neural Networks

Santosh S. Venkatesh, S. Venkatesh, 1992, IEEE Trans. Knowl. Data Eng..

Modeling Information Propagation in General V2V-enabled Transportation Networks pdf

David Starobinski, Megan S. Ryerson, Saswati Sarkar, 2019, ArXiv.

Asymptotic Slowing Down of the Nearest-Neighbor Classifier

Demetri Psaltis, Santosh S. Venkatesh, Robert R. Snapp, 1990, NIPS.

Contagion and Equilibria in Diversified Financial Networks

R. Vohra, S. Venkatesh, V. Amelkin, 2021, SSRN Electronic Journal.

Number of stable points for spin-glasses and neural networks of higher orders.

Baldi, S. Venkatesh, Venkatesh, 1987, Physical review letters.

Optimal Patching in Clustered Malware Epidemics

Saswati Sarkar, Soheil Eshghi, Santosh S. Venkatesh, 2014, IEEE/ACM Transactions on Networking.

On the Finite Sample Performance of the Nearest Neighbor Classifier

D. Psaltis, D. Psaltis, S. Venkatesh, 1993, Proceedings. IEEE International Symposium on Information Theory.

Visibility-Aware Optimal Contagion of Malware Epidemics

Saswati Sarkar, Soheil Eshghi, Santosh S. Venkatesh, 2015, IEEE Transactions on Automatic Control.

Asymptotic predictions of the finite-sample risk of the k-nearest-neighbor classifier

Santosh S. Venkatesh, Robert R. Snapp, S. Venkatesh, 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

A Threshold Function for Harmonic Update

S. C. Fang, Shao C. Fang, Santosh S. Venkatesh, 1997, SIAM J. Discret. Math..