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Linear Algebra and Optimization with Applications to Machine Learning, Vol. I
Linear Algebra for Computer Vision, Robotics, and Machine Learning
with Reema Thareja, Christopher Chatfield, Brian Smith, Benedetto Croce, Basudeb Bhatta, William C. Cockerham, Paul C. Cozby, M.L. Gambhir, Brian R. Hunt, Alan B. Albarran, Bobby A. Stewart, Damien Keown, Sudhir Andrews, Carmine Gallo, Brian Reynolds Myers, Pankaj Kumar Roy, Frank Hyneman Knight, Stanley J. Farlow, Ayyub Bilal M., Mahesh M. Rathore, Allan D. Kraus, Richard John Huggett, Manahan Stanley E., Palash B. Pal, Ivan Png, Eric C. Schwarz, Bob Tricker, Rina Saeed Khan, Erach Bharucha, Amy S. Wharton, Penelope Harnett, Majumdar S. R., Brian P. Levack, Kathleen M. German, Mark Q. Sutton, John W. Santrock, Kathleen Manning, Julie S. Vargas, Avinash Dixit, Marjorie Kelly Cowan, Marille Hoefnagels, Robert W. Lucas, Graham Patrick, Jim Owens, Brant Houston, Ghatak Ajoy, Mas-Colell, Brian N. Baird, D.G. Myers, Cetindamar Robert Phaal, Janice Gorzynski Smith, Barbara Townley, Richard Spinello, Stephen G. Cecchetti, Alan J. Singer, Anissa Taun Rogers, James E. Mazur, Herbert Schildt, Giorgio Rizzoni, Jay S. Albanese, Karli Watson, Mary Jo Hatch, William J. Mullin, Pritchard Carl L., Thomas Hardy Leahey, Khandpur R. S., Raymond Andrew Noe, Soumitra Kumar Mandal, Barun K. Mitra, Badiru Adedeji B., Mark Fortier, Bernard R. Glick, Liz Wells, Douglas Considine, Kalliat T. Valsaraj, Thomas D. Rossing, Julia Sloan, Geoffrey Nowell-Smith, Amina Azfar, S. K. Chakraborty, Cheol S. Eun, Rajesh Srivastava, Michael Swan, Subrata K. Mitra, Benaroya Haym, Goldsmith Andrea, Upinder Singh, Jin Xiong, Stephen J. Blundell, Kerson Huang, J. M. Juran, Andrew Robinson, Andrew M. Colman, Stephen K. Medvic, Alistair Sutcliffe, David Groenfeldt, Mitchell J. Neil, Meecee Baker, Roddy Dennis, Bidyut Chakrabarty, D. N. Jha, Robert Edward Lee, Linda Brannon, Richard Zurawski, Kelly S.Graham, Ian J. Deary, Greg Ramsey, Richard Palmer, R. Subramanian, Douglas Comer, Jonathan Clayden, Pascal Dennis, Dale Purves, Anahita Lee, Cole Mike, Tapan K. Sengupta, Mike Rother, Sumitabha Das, Neil Tennant, Daniel L. Hartl, Mott R. L., Cooper K. G., Rotar Vladimir I., Matthew P. Coleman, Duy Linh Tu, Kumar Arun, S. Roy, Patric M. Fitzpatrick, Cantrell C.D., John Pichtel, Tony Steidler-Dennison, R. N. Walmsley, Barbero Ever J., V.C. Govindaraj, Margaret Robertson, Yogesh Jaluria, Sukumar Pati, Andrew Ballantyne, Laurent L. Jacque, Cohn T. H., Peter N. Peregrine, Roel Grit, John Connell, Peter F. Drucker, Louis P. Masur, Patricia Tille, Prabha Kundur, Mohamed Rafiquzzaman, Nitaigour Mahalik, Imad A. Moosa, Ta-Pei Cheng, Connie Morrison, William Carruthers, Helgeson V. S., S. Radhakrishnan, Jatashankar R. Tewari, Michael J. Ryall, Sheila Fitzpatrick, Mitchell And Ziegler, Huston Ronald L., Brett Lantz, K. Lingaiah, Barbara M. Byrne, N. Subramanian, P. Aggarwal, Christopher Nobes, Jamie Ward, Peter J. Bickel, Rajeevan Karal, Chanakya Arya, Tzuong-Tsieng Moh, De Paula Atkins, George Yule, Stephen Bailey, Wei-Meng Lee, Joseph Dechiara, James G. Quintiere, Peter Townsend, Jolle Demmers, Travis Hudson, Chris Cooper, Salvatore Schiavo Campo, S.A. Nasar, Robert S. Ellwood, Adrian Wilkinson, Andrew Davies, Essi Viding, Ramamurti Shankar, Dan Appleman, Matthew Macdonald, Dr S. Sridhar, Andrew Green, R.S. Feldman, Neera Bhansali, Charles Mcintyre, H. A. Priestley, Keith Stowe, Jamie Peck, Marvin Carlson, Robert Nichols, Robin Sowerby, Richard Fitzpatrick, Malcolm Mcdonald, Kaiser Bengali, Chris J. Isham, Gunther Sawitzki, Tim Walsh, Philip Ball, R. Ramachandran, John F. Monahan, Ann Bucholz, Michiel Leenders, Ashford David, Parvinder S. Bali, Ian Jones, Jiles David, Cunliffe Barry, James Mchugh, Salvatore Dominick, N. Chandrasekaran, George Gheverghese Joseph, Anatoly B. Schmidt, David Morin, Michael Oshea, Priya Tendulkar, K. Muneeswaran, David J. Hand, Craig A. Boyd, Alex M. Thomas, Ralf Gnter Berger, John D. Holmes, Phillip Kiameh, M.R. Carter, Adam Dawes, Taran Patel, Jonathan Barnes, Cantor Brian, Paul Cartledge, Judith Butler, Bardhan Pranab, Mark Simms, George Orwell, Sander Van Vugt, Yung-Kuo Lim, P. S. Suryanarayana, Wang John X., Ian Shaw, Gregory Claeys, Todd Kelsey, Lois Tyson, Philpotts And Ague, Seibel Peter, Tuszynski Jack A., Donald W. Sparling, Arnab Rai Choudhuri, Naresh Malhotra L., Colin Maccabe, Matthew Moodie, Stephen Smith, Neera Burra, Lawrence S. Silver, Owen Davies, Perkins Donald H., Farhat Hassan A., S.R. Prabhu, Sanjay Srivastava, M. W. Wong, David Cabrelli, Rajesh Kumar Gupta, Steve Bruce, Chandrasekhar Roychoudhuri, K. G. Binmore, Peter Gnadig, Deakin Et Al, David Hill, William H. Brock, Donald Linzey, Mohammad Tarique, Gregory Baker, Elbirt Adam J., Graham Richards, Karen B. Strier, David J. Griffiths, Jon Magne Leinaas, Cassidy David, Lowrie W., Charles Reagan Wilson, Archie B. Carroll, David Muir Wood, Glen Van Brummelen, Upamanyu Madhow, Michael Rabiger, Bimal N. Patel, Partha Mitter, Serguei N. Lvov, Danny Myers, Alessandro Roncaglia, Kenneth Falconer, David W. Deamer, Charlotte Bronte, Mark D. Mamrack, Betty J. Birner, John Scott, Katherine Blundell, Garrett R. H., Colin Hansen, Jonathan Law, Christopher Hall, Morris James R., Daniel V. Schroeder, Thomas A. Powell, Don M. Chance, Badri Ram, E. Balagurusamy, Esam M. Alawadhi, Prasanna Chandra, Louise Tillin, Paul James Groff, Thomas D. Morton, David Weil, Erich Gode, William J. Long, Eberhard O. Voit, David Degrazia, Irfan Habib, Kreith Frank, James A. Harris, Richard M. Eaton, Lester Lipsky, Peter Atkins, Harpreet Kaur, R. Murugesan, Kuldeep Singh, Gautam Bhatia, Peter Flach, Angus C. Chu, A. L. Basham, David Ford, Sumit K. Majumdar, Gupta K. Gopal, Leon-Garcia, Karen Johnston Miller, William K. Kay, John Zukowski, Patsy Lightbown, Allen C. Guelzo, Elaine Treharne, Keith M. Martin, Uttam K. Roy, Hansen Otte Henning, Lewis M. Fraas, Christopher Goto-Jones, R. Rapley, Richard Passingham, Ian Piper, Carlson Richard W., Nick Jelley, Lisa Harrison, Takeshi Saito, Michael Carrithers, Henry Chadwick, John Marenbon, Paithankar Yeshwant G., Simon Gunn, Jane Mcauliffe, Richards O. W., John Waller, Joshi Rakesh Mohan, Frank J. Fabozzi., Brian L. Withrow, Tirthankar Roy, Josh Lerner, Kevin Corner, Rapoport Edgar, Martin F. Price, T. Gerard, John Beckford, Ibsen Henrick, Singh Yogesh, Andrew Edney, David Hodges, Simon Unwin, Partho Pratim Seal, Paul Greenberg, Rab Houston, Andrew Baldwin, Timothy Gowers, Kim H. Tan, Chorley Barry, Andrew C. Scott, Christopher Lavers, Serban Valentin Stratila, Chrystal Lipsey, Todd A. Watkins, Arup Mitra, Vagn Lundsgaard Hansen, Claire Kramsch, Parag Parikh, Eviatar Shulman, Ram Singh, Jeffrey F. Addicott, Pradip Sircar, P. C. Deshmukh, Lefebvre M., David A. Gerber, Richard S. Sutton, Christian Constanda, Robert M. Wald, Rodrigues Valerian, Negi L., Oren Klaff, Charles Lemert, Peter Davidson, Jamie A. Davies, Matthew John Franchetti, Glynn C. Williams, Rainer Kress, Jeff Scanlon, Jeffrey Alan, Reithmaier Larry, Jonathan Reynolds, H. G. Beck, Justin Williams, Neil Rackham, Amartya Sen, Charlotte Gordon, Alistair Rooney, Sujit Choudhry, Rosie Llewellyn-Jones, David Caplan, Nick Jenkins, Prof Peter Brass, James R. Kirkwood, J. S. Grewal, Jit Ghosh, Muscroft Steve, Rory Costello, P. G. Drazin, Bonnie S. Brennen, Sanjeev Arora, Michael Farrell, Gross Charles A., Reible Danny D., Rahul Pitre, Knox Simon L., Andrew Clennel Palmer, Ashish Rajadhyaksha, Medha M. Kudaisya, David Collett, Vijay P. Mehta, Klebanov Boris M., P. Kohli, Miller Arthur, Keith Johnstone, Nunnally Brian K., Davis Bernard, Robert Leach, Patrick A. Lorenz, Richard Bradford, Chetana Jain, David V. Thiel, Mukherjee Meenakshi, Romila Thapar, David A. Bell, Julian Baggini, George E. Andrews, Bikramjit Basu, James Floyd Kelly, Geoffrey Hosking, Manfred B. Steger, Dr. S.N. Pandey, Paul Poplawski, Manhattan Prep, Hewitt William, Geraldine A. Johnson, Frank S. Levin, Michael J. Seth, David Applebaum, M. S. Wilson, John Essam Ibrahim, Tony Wright, Paul Gustafson, Kunal Chakrabarti, Vaughan Lowe, Paul Langford, Isrd Group, Tooley Mike, John Gerrard, Wright Samuel, Leslie Klenerman, Bruce Carlson, David Barber, A. Ohri, Soumyen Sikdar, Bill Blunden, Shai Shalev-Shwartz, Bernstein Jeremy, Girish Karnad, Wautelet Michel, Sanders M.S., K. Sabeel Rahman, Luthans F., Erica Burman, Colin Mayer, K. Praveen Parboteeah, Joseph T. Glatthaar, Dr. Gurcharan Singh, Richard Petersen, Maria Rosa Antognazza, Michael J. Benton, Khare R.P., Abdul Al Azzawi, Martha Reeves, San Ling, Margaret J. Snowling, Zhong-Qi Ma, Harvey S. Rosen, Anthony E. Henry, Cohen Richard E., Gerd Keiser, Klaus D. Rothe, Tokutaro Suzuki, Julian Strube, F. Riley, Paul I. Palmer, Ivan Cury, Andrea R. Jain, Erica Sadun, Hitt Et.Al, Wainer Gabriel A., M. Francis Abraham, Gupta Suman, Chao Lee, E. L. Cussler, Balakrishnan A.V, Gouzhong Cao, Alex Thomson, Noel Kalicharan, James Paul Gee, Dariusz Jemielniak, Akhileshwar Pathak, Dorrik Stow, Jay Liebowitz, Jennifer M. Gidley, Peter Galderisi, D. Yogi Goswami, Vela Murali, Hendrik M. Ruitenbeek, Lieberman Benjamin A., Adrian Briggs, Luke Ahearn, John Eastwood, Bipin Joshi, Jonathan Culler, Albert N. Shiryaev, Barbara Kellerman, Pries Kim H., Christopher Date, Rockford Lhotka, Andrew Sanders, David L. Kirchman, Antia F. P., Christian G. Boehmer, Karel Schrijver, Edward J. Rothwell, Sudha Goel, Iqbal Akhund, Christian Bar, Ryan Faas, Donovan Mn, Turner C. Lomand, Thanu Padmanabhan, David A. Rothery, Lipschutz Seymour, Adamovics John A., Yihui Xie
Paperback, Published 2016 by Cambridge University Press
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