Estimation and learning

H. Eydgahi, W. W. Chen, J. L. Muhlich, D. Vitkup, J. N. Tsitsiklis, and P. K. Sorger, "Properties of cell death models calibrated and compared using Bayesian approaches,'' Molecular Systems Biology, Vol. 9, article 644, February 2013, pp. 1-17 (electronic). [supplementary material]

J. Li, P. Rusmevichientong, D. Simester, J. N. Tsitsiklis, and S. Zoumpoulis, The Practical Value of Field Experiments,'' submitted, May 2012.

S. Mannor, J. N. Tsitsiklis, and J. Y. Yu, "Online Learning with Sample Path Constraints," Journal of Machine Learning Research, Vol. 10, March 2009, pp. 569-590.

N. Agarwal, J. Basch, P. Beckmann, P. Bharti, S. Bloebaum, S. Casadei, A. Chou, P. Enge, W. Fong, N. Hathi, W. Mann, A. Sahai, J. Stone, J. Tsitsiklis, and B. Van Roy, "Algorithms for GPS Operation Indoors and Downtown," GPS Solutions, Vol. 6, No. 3, pp. 149-160, December 2002.

D. Bertsimas, D. Gamarnik, and J. N. Tsitsiklis, "Estimation of Time-Varying Parameters in Statistical Models; an Optimization Approach," Machine Learning,, Vol. 35, No. 3, 1999, pp. 225-245.

C.E. Padilla, V.I. Karlov, J.N. Tsitsiklis, R.D. Reasenberg, H.M. Chun, "Problem of Fringe Acquisition in High-Precision Space-Based Interferometers", SPIE Conference # 2477 on Spaceborne Interferometry II, Orlando, Florida, April 1995, p. 47.

C.E. Padilla, V.I. Karlov, J.N. Tsitsiklis, R.D. Reasenberg, H.M. Chun, "A Study of Fringe Tracking for High-Precision Space-Based Interferometers", SPIE Conference # 2477 on Spaceborne Interferometry II, Orlando, Florida, April 1995, p. 63.

S.R. Kulkarni, S.K. Mitter, T.J. Richardson, and J.N. Tsitsiklis, "Local versus Non-Local Computation of Length of Digitized Curves", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 16, No. 7, July 1994.

S.R. Kulkarni, S.K. Mitter, J.N. Tsitsiklis, and O. Zeitouni, "PAC Learning with Generalized Samples and an Application to Stochastic Geometry", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 15, No. 9, September 1993.

S.R. Kulkarni, S.K. Mitter and J.N. Tsitsiklis, "Active Learning Using Arbitrary Binary Valued Queries", Machine Learning, Vol. 11, 1993, pp. 23-35.

B.C. Levy and J.N. Tsitsiklis, "A Fast Algorithm for the Linear Estimation of Two-Dimensional Isotropic Random Fields", IEEE Transactions on Information Theory, Vol. 31, No. 5, 1985, pp. 635-644.

J.N. Tsitsiklis and B.C. Levy, "Integral Equations and Resolvents of Toeplitz plus Hankel Kernels", Technical Report LIDS-P-1170, Laboratory for Information and Decision Systems, M.I.T., December 1981.

B. C. Levy and J. N. Tsitsiklis, "Linear Estimation of Stationary Stochastic Processes, Vibrating Strings, and Inverse Scattering", Technical Report LIDS-P-1155, Laboratory for Information and Decision Systems, M.I.T., November 1982.