Publications
1.
Linda Kaufman.”Solving Separable nonlinear least squares problems with
multiple data sets”, chapter in Bentham ebooks, V. Pereyra, editor, 2009
2.
Linda Kaufman , “An Algorithm for factoring banded symmetric matrix”,
Numerical Linear algebra
with
Applications,
Vol. 14, No. 3, 2007,pp.237

254
3.
Linda Kaufman, "Calculating dispersion in fiber optics design",
IEEE Journal
on Lightwave Technology,
Vol.25, No. 3,March 2007 , pp.811

819
4.
Linda Kaufman, “Eigenvalue Problems in Fiber Optic Design”
, SIAM J. on
Matrix Analysis and Applications, January 2006, pp. 105

117
5.
.L.S. Blackford, J. Demmel, J. Dongarra, I. Duff, S. Hammarling, G. Henry, M.
Heroux, L. Kaufman, A. Lumsdaine, A. Petitet, R. Pozo, K. Remington, R. C.
Whaley, “An Updated Set of
Basic Linear Algebra Subprograms”, ACM
Transactions on Mathematical Software, Volume 28,
No. 2, June 2002, pp. 135

151
6.
.Linda Kaufman, "Band Reduction Algorithms Revisited", ACM Transactions
on Mathematical Software, Vol. 26, No. 4, Dec.
2000, pp.
551

567.
7.
Linda Kaufman, "An Observation on Bisection Software for the Symmetric
Tridiagonal Eigenvalue Problem", ACM Transactions on Mathematical Software
Vol. 26, No. 4, Dec. 2000, pp. 520

526.
8.
Linda Kaufman " Reduced storage, quasi

Newton tr
ust region approaches to
function optimization", SIAM J. on Optimization, Oct. 1999, p. 56

69
9.
Linda Kaufman, "Solving the Quadratic Programming problem arising in
support vector classification", in Advances in Kernel Methods

Support Vector
Learn
ing, Scholkopf, Burges, and Smola, eds. MIT Press, 1998, pp. 147

168
.
10.
H. Drucker, C,J.C. Burges, L. Kaufman, A. Smola, and V. Vapnik, "Support
vector regression machines", Advances in Neural Information Processing Systems
9, M. Mozer, M. Jordan,
and T. Petsche, eds., MIT Press, 1997
.
11.
Linda Kaufman and Arnold Neumaier " Regularization of Ill

Posed Problems
by Envelope Guided Conjugate Gradients", J. of Computational and Graphical
Statistics, Dec. 1997, pp. 451

463
12.
Linda Kaufman and Arnold N
eumaier, "PET Regularization by Envelope
Guided Conjugate Gradients", IEEE Transactions on Medical Imaging, Vol. 15,
no. 3, June 1996, pp. 385

389
13.
Linda Kaufman, "Implementing the MDM(transpose) Decomposition", ACM
Transactions on Mathematical So
ftware,Vol. 21, no. 4, December 1995, pp.
476

489
14.
Linda Kaufman, Garret Sylvester, and Margaret Wright, "Structured Linear
Least

Squares Problems in System Identification and Separable Nonlinear Data
Fitting", SIAM J. on Optimization November, 199
4, pp.847

871
15.
Linda Kaufman, "Solving Some Structured Linear Least Squares Problems", in
Proceedings of the Fifth SIAM Conference on Applied Linear Algebra John
Lewis, ed., SIAM, 1994, pp. 465

469.
16.
Linda Kaufman, "A Parallel QR Algorithm for the
Symmetric Tridiagonal
Eigenvalue Problem". Journal of Parallel and Distributed Computing, Vol. 23,
no. 3, November 1994, pp.429

434
17.
Linda Kaufman, "Maximum Likelihood, Least Squares, and Penalized Least
Squares for PET", IEEE Transactions on Medical
Imaging, Vol . 12, No.2, June
1993, pp.200

214
.
18.
Linda Kaufman, "An Algorithm for the banded Symmetric Generalized Matrix
Eigenvalue Problem" SIAM J. on Matrix Analysis and Applications, Vol.14,
No. 2, April 1993, pp. 372

389
19.
Linda Kaufman, "So
lving a least squares problem with boundary constraints",
in Linear Algebra for Large Scale and Real

Time Applications NATO

ASI
Series, Moon, Golub, DeMoor editors, pp.399

400, 1993.
20.
Linda Kaufman and Garret Sylvester, "Separable nonlinea
r least squares with
multiple right hand sides" SIAM J. on Matrix Analysis and Applications, Vol. 13,
No. 1, January 1992, pp.68

89.
21.
David Gay and Linda Kaufman, "Tradeoffs in Algorithms for Separable and
Block

Separable Nonlinear Least Squar
es", Proceedings of IMACS 91. 1991
22.
Linda Kaufman and Daniel D. Warner, "A Program for solving Separable
Elliptic Equations", ACM Transactions on Mathematical Software, Vol.16, N.
4, Dec. 1990, pp.325

351
23.
Linda Kaufman, "Solving Emission Tom
ography Problems on Vector Machines",
Proceedings of the Conference on Supercomputers and Large

Scale
Optimization special volume of the Annals of Operation Research. Vol.22,
Feb. 1990, pp.325

353
24.
R. Bartels and L. Kaufman " Cholesky Factor
Updating Techniques for
Rank

Two Matrix Modifications", SIAM J. on Matrix Analysis and Applications
Vol. 10, No. 4, Oct. 1989, pp. 557

592
25.
Linda Kaufman and Norm Schryer, " Solving Two dimensional partial
Differential Equations on Vector and
Scalar Machines", Int. Journal on
Supercomputer Applications, Vol.3. No. 1, Spring 1989, pp.10

33.
26.
Linda Kaufman, "Vectorizing the Construction of Galerkin Matrices" in
Advances in Computer Methods for Partial Differential Equations

VI,
Proceedin
gs of the Sixth Imacs International Symposium on Computer Methods
for Partial Differential Equations., pp..142

146, June 1987
27.
Linda Kaufman, "The Generalized Householder Transformation and Sparse
Matrices", Linear Algebra and its Applications
Vol. 90, May 1987, pp.221

235.
28.
Linda Kaufman, "Implementing and accelerating the EM algorithm for
Positron Emission Tomography", IEEE Transactions on Medical Imaging
Vol. mi

6, number 1, March 1987, pp.37

51.
29.
J. Dongarra, L. Kaufman, and
S. Hammarling, "Squeezing the most out of
Eigenvalue Solvers on High

performance Computers", Linear Algebra and its
Applications Vol.77, June 1986, pp.113

136.
30.
Y. Vardi., L. Shepp, and L. Kaufman, "A Statistical Model For Positron
Tomography", J
ournal of the American Statistical Association, Vol. 80, No. 389,
March 1985, pp .8

37
31.
L. Kaufman, S. Morgenthaler, and Y. Vardi, "Maximum likelihood
reconstruction in emission tomography with time

of

flight information: A
limited study." Auto
mated Image Analysis: Theory and Experiments. Cooper,
Laurner, and McClure (eds) Academic Press, 1984
32.
Linda Kaufman and Daniel D. Warner, "High

order, fast direct methods for
Separable Elliptical Equations", SIAM Journal of Numerical Analysi
s,
Vol.21, No. 4,August 1984, pp.672

695
33.
Linda Kaufman, "Banded Eigenvalue Solvers on Vector Machines", ACM
Transactions on Math Software Vol.10,No. 1, March 1984, pp.73

85.
34.
Linda Kaufman, "Matrix Methods for Queueing Problems", SIAM Jo
urnal on
Scientific and Statistical Computing Vol 4., No. 3, Sept. 1983, pp. 525

552
35.
Linda Kaufman, "Solving Large Sparse Linear Systems Arising in Queuing
Problems." Numerical Integration of Differential Equations and Large Linear
Syste
ms, Springer

Verlag Lecture Notes in Mathematics 968. Ed. Juergen
Hinze, 1982, pp.352

360
36.
D. Edelson, L. Kaufman, and D.D. Warner, "The Use of a High Speed Vector
Processor Machine for Chemical Kinetics Sensitivity Analysis." Supercomputers
and Ch
emistry ACS Symposium Series 173, Eds. Peter Lykos and I. Shavitt,
1981, pp. 79

88.
37.
J. Morrison, L. Kaufman, and J. Seery, " Overflow Models for Dimension PBX
Feature Packages " Bell System Technical Journal Vol. 60, No. 5,
May

June1981, pp.
661

676.
38.
B. Gopinath, L. Kaufman, and E.F. Wunderlich, "Analysis of Packet Network
Congestion Control Using Sparse Matrix Algorithms." IEEE Transactions on
Communications Vol.29, No.4, April 1981, pp.453

465
39.
James R. Bunch and Linda Kaufma
n, "A Computational Method for the
Indefinite Quadratic Programming Problem" Linear Algebra and its
Applications Vol. 34, December 1980, pp.341

370
.
40.
B. Gopinath, L. Kaufman, and E.F. Wunderlich, "The Control of Store and
Forward Congestion In
Packet Switched Networks," The Proceedings of the Fifth
International Conference on Computer Communication October 1980.
41.
Linda Kaufman, "Application of Householder Transformations to Sparse
Matrices," ACM Transactions on Mathematical Software. V
ol. 5, No. 4,
December 1979, pp.442

450.
42.
Linda Kaufman and Victor Pereyra, "A Method for Separable Nonlinear Least
Squares Problems with Separable Nonlinear Equality Constraints," SIAM J.
Numer. Anal., Vol. 15, No. 1, February 1978 ,pp.12

20.
43.
Linda Kaufman, "Some Thoughts on the QZ Algorithm for Solving the
Generalized Eigenvalue Problem," ACM Transactions on Mathematical Software,
Vol. 3, No. 1, March1977, pp.65

75.
44.
J.R. Bunch and L. Kaufman, "Some Stable Methods for Calculating Ine
rtia
and Solving Symmetric Linear Systems," Mathematics of Computation, Vol. 31,
No. 137, January 1977, pp.163

179[
45.
J.R. Bunch, L. Kaufman, and B. Parlett, "Decomposition of a Symmetric
Matrix," Numer. Math. 27, 1976, pp. 95

109
46.
J. Daniel, W. G
ragg, L. Kaufman, and G.W. Stewart, "Stable Algorithms for
Updating the Gram Schmidt QR Factorization," Mathematics of Computation,
Vol. 30, No. 136, October 1976, pp.772

795.
47.
Linda Kaufman, "The LZ Algorithm to Solve the Generalized Eig
envalue
Problem for Complex Matrices," ACM Transactions on Mathematical Software,
Vol.1, No. 3, September 1975, pp.271

281
48.
Linda Kaufman, "A Variable Projection Method for Solving Separable
Nonlinear Least Squares Problems," BIT 15, 1975,pp.49

57
49.
Linda Kaufman, "The LZ Algorithm to Solve the Generalized Eigenvalue
Problem", SIAM J. Numer. Anal., Vol. 11, No. 5, October 1974,pp.997

1023
b. Unpublished Technical Reports not subsumed above
1.
L. Kaufman and A. Neumaier, "Image reconstruct
ion through regularization
by envelope guided conjugate gradients", Technical Report CS94/4

14, ATT
Bell Laboratories, Murray Hill,N.J.,1994. (available through the WW,
http://cm.bell

labs.com/cm/cs/doc/94/4

14.ps.gz, 2MB)
2.
Linda Kaufman and G
arrett Sylvester, "A block separable nonlinear

least squares
problem" NA manuscript 11274

901029

04, Nov. 1990
3.
Linda Kaufman, "TTGU

A Package for Solving Time Varying Partial
Differential Equations on a Union of Rect angles", Bell Labs Computer Sci
ence
Technical Report 154, November 1990.
4.
Linda Kaufman and Norm Schryer, "TTGR

A Package for Solving Partial
Differential Equations in Two Space Variables " Bell Labs Computer Science
Technical Report 135, June 1985.
5.
Linda Kaufman "Usage of t
he Sparse Matrix programs in the PORT Library"
Bell Labs TM 81

11274

2, February 1981.
6.
B. Gopinath, L. Kaufman, and E.F. Wunderlich, `Sparse Matrix Algorithms for
a Packet Network Control Analysis." Bell Labs Computer Science Technical
Repor
t 82, October 1980.
7.
Linda Kaufman, "Programs for Solving Linear Equations in the PORT Library,"
Bell Lab
s TM 78

1274

11, November 1978.
8.
Linda Kaufman, "Methods for Updating the Singular Value Decomposition",
University of Arhus Computer Science R
eport 26, March 1974.
9.
Linda Kaufman, "Function Minimization and Automatic Therapeutic Control,"
Stanford Computer Science Report 228, July 1971.
c. Bell Labs Proprietary Memorandums not subsumed above.
1.
Ellen Hahne, Linda Kaufman, and R
. Kurshan, "Notes on Computing mean
First Passage Times in Markov Chains", Bell Labs 11274

851010

14 TMS,
October 1985.
2.
J.K. Hodgins and L. Kaufman, "Some FORTRAN subroutines for computing
the singular value decomposition of a real matrix",
Bell Labs TM 83

11274

6,
March 1983.
3.
R.A. Levy, S.M.Vincent, T.E.McGahan, and L. Kaufman, "Evaluation of the
Phosphorous Concentration and Its Effects on Viscous Flow and Reflow in
Phosphosilicate Glass", Bell Labs TM 83

11274

1, January 1983.
4.
J.K
. Hodgins and L. Kaufman, "A Program for the Quadratic Programming
Problem" Bell Labs TM 82

11274

7, Sept. 1982.
5.
L. Kaufman and N. Levine, "An Implementation of a Simplex

like Algorithm
for the Linear Programming Problem" Bell Labs TM 81

112
74

4, May 1981.
6.
M.R. Celis and L. Kaufman, "Usage of Nonlinear Least Squares Programs" Bell
Labs TM 80

1274

5, October 1980.
7.
Linda Kaufman, "A Program for Solving Separable Nonlinear Least Squares
Problems," Bell Labs TM 78

1274

7, July 1978.
8.
J.L.
Flanagan, K. Ishizaka, L. Kaufman, and K. Shipley, "Adaptive Control of
Vocal Cord/Vocal Track Model to Estimate Articulatory Parameters" Bell Labs
TM 77

1274

16, November 1977.
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