Index of Authors 
Abu-Mostafa, Yaser, 963 
Adorj,4n, P6ter, 89 
Ahuja, Narendra, 862 
Amari, Shun-ichi, 192, 363 
Andrieu, Christophe, 379 
Attias, Hagai, 209, 386 
Bakker, Rembrandt, 879 
Ballard, Dana H., 3 
Baram, Yoram, 694 
Barber, David, 393 
Barron, Andrew R., 279 
Bartlett, Marian Stewart, 886 
Bartlett, Peter, 512 
Baxter, Jonathan, 512 
Bayliss, Jessica D., 3 
Beal, Matthew J., 449 
Ben-Hut, Asa, 335 
Bengio, Samy, 400 
Bengio, Yoshua, 307, 400 
Blair, Alan, 66 
Bleek, Cor M. van den, 879 
Boe, Gene, 1029 
Bosch, Antal van den, 73 
Briegel, Thomas, 407 
Brown, Andrew D., 122 
Brown, Edgar A., 724 
Brown, Guy J., 747 
Brown, Timothy X., 893 
Buhmann, Joachim M., 216 
Burges, Christopher J. C., 223, 244 
Calabrese, Ronald L., 731 
Carlile, Simon, 761,768 
Carreira-Perpififin, Miguel ,., 414 
Castafio, Rebecca, 928 
Chapelle, Olivier, 230, 421 
Chechik, Gal, 96 
Chklovskii, Dmitri B., 103, 108 
Choi, Samuel P.M., 987 
Cichocki, A., 363 
Coolen, A. C. C., 237 
Coppens, Marc-Olivier, 879 
Corderoy, Anna, 768 
Cowan, Jack D., 314 
Crisp, David J., 223, 244 
Cristianini, Nello, 547 
Csat6, Lehel, 251 
Cymbalyuk, Gennady S., 731 
Dayan, Peter, 24 
Deco, Gustavo, 10 
DeWeerth, Stephen P., 724, 731 
Dietterich, Thomas G., 994 
Dom, Byron, 970 
Donato, Gianluca, 886 
Dorffner, Georg, 52, 645 
Doucet, Arnaud, 379 
Downs, Oliver B., 428 
Duffy, Nigel, 258 
Ekman, Paul, 886 
Eurich, Christian W., 115 
Fisher III, John W., 900 
Flake, Gary William, 435 
Fokou6, Ernest, 251 
Frean, Marcus, 512 
Freeman, William T., 673, 820 
Freitas, Jo5o E G. de, 379, 796 
Frey, Brendan J., 442, 477 
Gerules, Mark, 1029 
Ghahramani, Zoubin, 449, 463 
Ghiselli-Crippa, Thea B., 17 
Giannakopoulos, Xavier, 789 
Giles, C. Lee, 879 
Golden, Richard M., 907 
Gordon, Mirta B., 321 
Graepel, Thore, 456 
Grimes, David B., 935 
Gyger, Stve, 710 
Hager, Joseph C., 886 
Hansen, Lars Kai, 265, 754 
Hastie, Trevor, 540 
Held, Marcus, 216 
Helmbold, David, 258 
Hely, Tim A., 185 
Herbrich, Rail, 456 
Hermansky, Hynek, 803 
Hernandez, Gerardina, 150 
Hershey, John, 813 
Hinton, Geoffrey E., 122, 463 
Holmann, Thomas, 914 
Horn, David, 129 
Howe, Nicholas R., 820 
Hoyer, Patrik, 827 
Husbands, Parry, 703 
Hyv'firinen, Aapo, 827 
HOjen-SOrensen, Pedro A.d. F. R., 754 
Ihler, Alexander T., 900 
1072 Index of Authors 
Isbell, Jr., Charles Lee, 703 
Jaakkola, Tommi, 470 
Jebara, Tony, 470 
Jin, Craig T., 761,768 
Johnson, Doug, 1029 
Johnson, Eric, 935 
Jojic, Nebojsa, 477 
Jordan, Michael I., 533 
Jourjine, Alexander, 775 
Kabashima, Yoshiyuki, 272 
Kakade, Sham, 24 
Kasdan, Harvey, 963 
Kaushansky, Howard, 935 
Kearns, Michael, 956, 1001 
Keeler, Jim, 1029 
Keerthi, S. Sathiya, 631 
Koch, Christof, 143 
Koller, Daphne, 1022, 1036 
Konda, Vijay R., 1008 
Landolt, Oliver, 710 
Laskov, Pavel, 484 
Lee, Daniel D., 428, 491 
Lee, Soo-Young, 31 
Lee, Tai Sing, 834 
Levemon, Michael E., 820 
Levy, Nir, 129 
Li, Jonathan Q., 279 
Li, Song, 286 
Li, Yi, 498 
Li, Zhaoping, 136 
Liao, Yuansong, 921 
Lippman, Andrew, 977 
Litman, Diane, 956 
Liu, Shih-Chii, 717 
Liu, Xiuwen, 38 
Long, Philip M., 498 
Lund, Jennifer, 949 
Maass, Wolfgang, 293 
Mace, C. W. H., 237 
MacKay, David J.C., 428 
Mann, Tobias, 928 
Mansour, Yishay, 300, 1001, 1057 
Manwani, Amit, 143 
Margaritis, Dimitris, 505 
Martin, Greg, 1029 
Mason, Llew, 512 
Mayhew, John E.W., 949 
McAllester, David, 300, 1057 
McClelland, James L., 45 
McLoughlin, Niall, 949 
Meila, Marina, 470 
Meilijson, Isaac, 96, 129 
Mel, Bartlett W., 157 
Merwe, Rudolph van der, 666 
Mesterharm, Chris, 519 
Mika, Sebastian, 526, 561 
Millman, K. Jarrod, 841 
Mjolsness, Eric, 928 
Moody, John, 687, 921 
Movellan, Javier R., 45, 813, 886 
Mozer, Michael C., 31, 80, 935 
Miiller, Klaus-Robert, 526, 561,942 
Mukherjee, Sayan, 659 
Munro, Paul W., 17, 150 
Murata, Noboru, 192 
Murayama, Tatsuto, 272 
Murphy, Kevin P., 1015 
Nadeau, Claude, 307 
Nakahara, Hiroyuki, 192 
Nelson, Alex T., 666 
Ng, Andrew Y., 533, 1001, 1022 
Niranjan, Mahesan, 796 
Obermayer, Klaus, 89, 456, 949 
Ogawa, Hidemitsu, 624 
Ohira, Tom, 314 
Olshausen, Bruno A., 841 
Onoda, Takashi, 561 
Opper, Manfred, 251 
Ormoneit, Dirk, 540 
Parfitt, Shan, 52 
Parga, Nestor, 171 
Parr, Ronald, 1022, 1036 
Parra, Lucas, 848, 942 
Patel, Girish N., 724, 731 
Pearlmutter, Barak A., 185,435 
Pich6, Stephen, 1029 
Piepenbrock, Christian, 89 
Platt, John C., 547, 582 
Poirazi, Panayiota, 157 
Postma, Eric, 73 
Rfitsch, Gunnar, 526, 561 
Rao, Rajesh P. N., 164 
Rasmussen, Carl Edward, 554, 754 
Renart, Alfonso, 171 
Rickard, Scott, 775 
Risau-Gusman, Sebastian, 321 
Robinson, Tony, 796 
Rodriguez, Andrs, 1036 
Roitershtein, Alexander, 335 
Rokni, Uri, 491 
Rolls, Edmund T., 171 
Rosca, Justinian, 775 
Roth, Dan, 862 
Roth, Volker, 568 
Roweis, Sam, 782 
Roy, Benjamin Van, 575 
Index of Authors 1073 
Roy, Nicholas, 1043 
Ruanaidh, Joseph 6, 775 
Ruppin, Eytan, 96, 129 
Rusmevichiemong, Paat, 575 
Saad, David, 272 
Sajda, Paul, 942 
Sallans, Brian, 1050 
Sato, Yuzuru, 314 
Schaik, Andrfi van, 738, 768 
Schiegl, Ingo, 949 
Schmitt, Michael, 328 
Schneidman, Elad, 178 
Sch6lkopf, Bernhard, 342, 526, 561,582 
Sch6ner, Holger, 949 
Schottky, Bernhard, 251 
Schouten, Jaap C., 879 
Schraudolph, Nicol N., 789 
Schuster, Mike, 589 
Schuurmans, Dale, 596 
Schwabe, Lars, 89 
Schwegler, Helmut, 115 
Seeger, Matthias, 603 
Segev, Idan, 178 
Sejnowski, Terrence J., 164, 886 
Seung, H. Sebastian, 199 
Shawe-Taylor, John, 342, 547,582 
Siegelmann, Hava T., 335 
Sill, Joseph, 963 
Simoncelli, Eero P., 855 
Singer, Yoram, 610 
Singh, Satinder, 956, 1057 
Slonim, Noam, 617 
Smith, Gavin, 796 
Smola, Alexander J., 342, 526, 561,582 
Sollich, Peter, 349, 393 
Sompolinsky, Haim, 491 
Song, Xubo B., 963 
Spence, Clay D., 848, 942 
Steinhage, Volker, 568 
Steinmetz, Peter N., 143 
Stetter, Martin, 949 
Stevens, Charles F., 103 
Sugiyama, Masashi, 624 
Sundararajan, S., 631 
Sutton, Richard S., 1057 
Sykacek, Peter, 638 
Takens, Floris, 879 
Tang, Akaysha C., 185 
Teh, Yee Whye, 463 
Tenenbaum, Joshua B., 59 
Thrun, Sebastian, 505, 1043, 1064 
Tifio, Peter, 52, 645 
Tipping, Michael E., 652 
Tishby, Naftali, 178, 617 
Tonkes, Bradley, 66 
Tresp, Volker, 407 
Tsitsiklis, John N., 1008 
Vaithyanathan, Shivakumar, 970 
Vapnik, Vladimir N., 230, 421,659 
Vasconcelos, Nuno, 977 
Vicente, Renato, 272 
Viola, Paul A., 900 
Wainwright, Martin J., 855 
Walker, Marilyn, 956 
Wan, Eric A., 666 
Wang, DeLiang L., 38, 747 
Watanabe, Sumio, 356 
Weijters, Ton, 73 
Weisend, Michael P., 185 
Weiss, Yair, 673 
Weston, Jason, 421,526 
Wiles, Janet, 66 
Wilke, Stefan D., 115 
Williams, Christopher K. I., 680 
Williamson, Robert C., 342,582 
Winther, Ole, 251 
Wold, Barbara, 928 
Wolniewicz, Richard, 935 
Wong, K. Y. Michael, 286 
Wu, Si, 192 
Xie, Xiaohui, 199 
Yang, Howard Hua, 687, 803 
Yang, Ming-Hsuan, 862 
Yang, Zhiyong, 869 
Yeung, Dit-Yan, 987 
Yu, Stella X., 834 
Zemel, Richard S., 80, 869 
Zhang, L.-Q., 363 
Zhang, Nevin L., 987 
Zhang, Tong, 370 
Zibulevsky, Michael, 185 
Ziehe, Andreas, 942 
Zihl, Josef, 10 
Zlochin, Mark, 694 
