-
1
-
-
0037262814
-
An introduction to MCMC for machine learning
-
C. Andrieu, N. de Freitas, A. Doucet, and M. I. Jordan. An introduction to MCMC for machine learning. Machine Learning, 50(1-2):5-43, 2003.
-
(2003)
Machine Learning
, vol.50
, Issue.1-2
, pp. 5-43
-
-
Andrieu, C.1
Freitas, N.D.2
Doucet, A.3
Jordan, M.I.4
-
2
-
-
77957584702
-
Green: A framework for supporting energy-conscious programming using controlled approximation
-
W. Baek and T. M. Chilimbi. Green: A framework for supporting energy-conscious programming using controlled approximation. In PLDI, pages 198-209, 2010.
-
(2010)
PLDI
, pp. 198-209
-
-
Baek, W.1
Chilimbi, T.M.2
-
3
-
-
84866356758
-
A dynamic program analysis to find floating-point accuracy problems
-
F. Benz, A. Hildebrandt, and S. Hack. A dynamic program analysis to find floating-point accuracy problems. In PLDI, pages 453-462, 2012.
-
(2012)
PLDI
, pp. 453-462
-
-
Benz, F.1
Hildebrandt, A.2
Hack, S.3
-
4
-
-
84864647209
-
Continuity and robustness of programs
-
S. Chaudhuri, S. Gulwani, and R. Lublinerman. Continuity and robustness of programs. Commun. ACM, 55(8):107-115, 2012.
-
(2012)
Commun. ACM
, vol.55
, Issue.8
, pp. 107-115
-
-
Chaudhuri, S.1
Gulwani, S.2
Lublinerman, R.3
-
5
-
-
84896808432
-
Efficient search for inputs causing high floating-point errors
-
W.-F. Chiang, G. Gopalakrishnan, Z. Rakamaric, and A. Solovyev. Efficient search for inputs causing high floating-point errors. PPoPP '14, pages 43-52, 2014.
-
(2014)
PPoPP '14
, pp. 43-52
-
-
Chiang, W.-F.1
Gopalakrishnan, G.2
Rakamaric, Z.3
Solovyev, A.4
-
6
-
-
79955974800
-
Symbolic crosschecking of floating-point and SIMD code
-
P. Collingbourne, C. Cadar, and P. H. J. Kelly. Symbolic crosschecking of floating-point and SIMD code. In EuroSys, pages 315-328, 2011.
-
(2011)
EuroSys
, pp. 315-328
-
-
Collingbourne, P.1
Cadar, C.2
Kelly, P.H.J.3
-
7
-
-
84875636872
-
Stabilizer: Statistically sound performance evaluation
-
C. Curtsinger and E. D. Berger. Stabilizer: Statistically sound performance evaluation. In ASPLOS, pages 219-228, 2013.
-
(2013)
ASPLOS
, pp. 219-228
-
-
Curtsinger, C.1
Berger, E.D.2
-
8
-
-
84893452571
-
Sound compilation of reals
-
E. Darulova and V. Kuncak. Sound compilation of reals. In POPL, pages 235-248, 2014.
-
(2014)
POPL
, pp. 235-248
-
-
Darulova, E.1
Kuncak, V.2
-
9
-
-
78650971531
-
Certifying the floating-point implementation of an elementary function using GAPPA
-
F. de Dinechin, C. Q. Lauter, and G. Melquiond. Certifying the floating-point implementation of an elementary function using GAPPA. IEEE Trans. Computers, 60(2):242-253, 2011.
-
(2011)
IEEE Trans. Computers
, vol.60
, Issue.2
, pp. 242-253
-
-
Dinechin, F.D.1
Lauter, C.Q.2
Melquiond, G.3
-
11
-
-
70649100057
-
Towards an industrial use of FLUCTUAT on safetycritical avionics software
-
D. Delmas, E. Goubault, S. Putot, J. Souyris, K. Tekkal, and F. Védrine. Towards an industrial use of FLUCTUAT on safetycritical avionics software. In FMICS, pages 53-69, 2009.
-
(2009)
FMICS
, pp. 53-69
-
-
Delmas, D.1
Goubault, E.2
Putot, S.3
Souyris, J.4
Tekkal, K.5
Védrine, F.6
-
13
-
-
0026122066
-
What every computer scientist should know about floating-point arithmetic
-
D. Goldberg. What every computer scientist should know about floating-point arithmetic. ACM Computing Surveys, 23(1):5-48, 1991.
-
(1991)
ACM Computing Surveys
, vol.23
, Issue.1
, pp. 5-48
-
-
Goldberg, D.1
-
14
-
-
79959895365
-
Synthesis of loop-free programs
-
S. Gulwani, S. Jha, A. Tiwari, and R. Venkatesan. Synthesis of loop-free programs. In PLDI, pages 62-73, 2011.
-
(2011)
PLDI
, pp. 62-73
-
-
Gulwani, S.1
Jha, S.2
Tiwari, A.3
Venkatesan, R.4
-
15
-
-
84874151612
-
Deciding floatingpoint logic with systematic abstraction
-
L. Haller, A. Griggio, M. Brain, and D. Kroening. Deciding floatingpoint logic with systematic abstraction. In FMCAD, pages 131-140, 2012.
-
(2012)
FMCAD
, pp. 131-140
-
-
Haller, L.1
Griggio, A.2
Brain, M.3
Kroening, D.4
-
16
-
-
0010307825
-
-
editor. Academic Press Professional, Inc. San Diego, CA, USA
-
P. S. Heckbert, editor. Graphics gems IV. Academic Press Professional, Inc., San Diego, CA, USA, 1994.
-
(1994)
Graphics Gems IV
-
-
Heckbert, P.S.1
-
17
-
-
77957796073
-
Numerical stability analysis of floating-point computations using software model checking
-
F. Ivancic, M. K. Ganai, S. Sankaranarayanan, and A. Gupta. Numerical stability analysis of floating-point computations using software model checking. In MEMOCODE, pages 49-58, 2010.
-
(2010)
MEMOCODE
, pp. 49-58
-
-
Ivancic, F.1
Ganai, M.K.2
Sankaranarayanan, S.3
Gupta, A.4
-
19
-
-
44349175990
-
CADNA: A library for estimating round-off error propagation
-
F. Jzquel and J. M. Chesneaux. CADNA: A library for estimating round-off error propagation. Computer Physics Communications, 178 (12):933-955, 2008.
-
(2008)
Computer Physics Communications
, vol.178
, Issue.12
, pp. 933-955
-
-
Jzquel, F.1
Chesneaux, J.M.2
-
20
-
-
78649810173
-
FloPSy - Search-based floating-point constraint solving for symbolic execution
-
K. Lakhotia, N. Tillmann, M. Harman, and J. de Halleux. FloPSy - Search-based floating-point constraint solving for symbolic execution. In ICTSS, pages 142-157, 2010.
-
(2010)
ICTSS
, pp. 142-157
-
-
Lakhotia, K.1
Tillmann, N.2
Harman, M.3
Halleux, J.D.4
-
21
-
-
84879807319
-
Automatically adapting programs for mixed-precision floating-point computation
-
M. O. Lam, J. K. Hollingsworth, B. R. de Supinski, and M. P. Legendre. Automatically adapting programs for mixed-precision floating-point computation. ICS '13, pages 369-378, 2013.
-
(2013)
ICS '13
, pp. 369-378
-
-
Lam, M.O.1
Hollingsworth, J.K.2
Supinski, B.R.D.3
Legendre, M.P.4
-
22
-
-
80053107668
-
Probabilistically accurate program transformations
-
S. Misailovic, D. M. Roy, and M. C. Rinard. Probabilistically accurate program transformations. In SAS, pages 316-333, 2011.
-
(2011)
SAS
, pp. 316-333
-
-
Misailovic, S.1
Roy, D.M.2
Rinard, M.C.3
-
23
-
-
84901637976
-
Randomized algorithms for program analysis and verification
-
G. C. Necula and S. Gulwani. Randomized algorithms for program analysis and verification. In CAV, 2005.
-
(2005)
CAV
-
-
Necula, G.C.1
Gulwani, S.2
-
24
-
-
85032469685
-
Reliability, sampling, and algorithmic randomness
-
New York, NY, USA, ACM
-
A. Podgurski. Reliability, sampling, and algorithmic randomness. TAV4, pages 11-20, New York, NY, USA, 1991. ACM.
-
(1991)
TAV4
, pp. 11-20
-
-
Podgurski, A.1
-
25
-
-
5344244656
-
-
R Foundation for Statistical Computing, Vienna, Austria
-
R Development Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, 2008. http://www.R-project.org.
-
(2008)
R: A Language and Environment for Statistical Computing
-
-
-
26
-
-
84896898835
-
Precimonious: Tuning assistant for floating-point precision
-
C. Rubio-González, C. Nguyen, H. D. Nguyen, J. Demmel, W. Kahan, K. Sen, D. H. Bailey, C. Iancu, and D. Hough. Precimonious: Tuning assistant for floating-point precision. In SC, 2013.
-
(2013)
SC
-
-
Rubio-González, C.1
Nguyen, C.2
Nguyen, H.D.3
Demmel, J.4
Kahan, W.5
Sen, K.6
Bailey, D.H.7
Iancu, C.8
Hough, D.9
-
27
-
-
80054066538
-
An SMT-LIB theory of binary floating-point arithmetic
-
P. Rümmer and T. Wahl. An SMT-LIB theory of binary floating-point arithmetic. In SMT, 2010.
-
(2010)
SMT
-
-
Rümmer, P.1
Wahl, T.2
-
28
-
-
38049010384
-
State space exploration using feedback constraint generation and Monte Carlo sampling
-
S. Sankaranarayanan, R. M. Chang, G. Jiang, and F. Ivancic. State space exploration using feedback constraint generation and Monte Carlo sampling. In ESEC/SIGSOFT FSE, pages 321-330, 2007.
-
(2007)
ESEC/SIGSOFT FSE
, pp. 321-330
-
-
Sankaranarayanan, S.1
Chang, R.M.2
Jiang, G.3
Ivancic, F.4
-
29
-
-
84880123323
-
Stochastic superoptimization
-
E. Schkufza, R. Sharma, and A. Aiken. Stochastic superoptimization. In ASPLOS, pages 305-316, 2013.
-
(2013)
ASPLOS
, pp. 305-316
-
-
Schkufza, E.1
Sharma, R.2
Aiken, A.3
-
30
-
-
84888143598
-
Data-driven equivalence checking
-
R. Sharma, E. Schkufza, B. R. Churchill, and A. Aiken. Data-driven equivalence checking. In OOPSLA, pages 391-406, 2013.
-
(2013)
OOPSLA
, pp. 391-406
-
-
Sharma, R.1
Schkufza, E.2
Churchill, B.R.3
Aiken, A.4
-
31
-
-
80053213080
-
Managing performance vs. Accuracy trade-offs with loop perforation
-
S. Sidiroglou-Douskos, S. Misailovic, H. Hoffmann, and M. C. Rinard. Managing performance vs. accuracy trade-offs with loop perforation. In SIGSOFT FSE, pages 124-134, 2011.
-
(2011)
SIGSOFT FSE
, pp. 124-134
-
-
Sidiroglou-Douskos, S.1
Misailovic, S.2
Hoffmann, H.3
Rinard, M.C.4
-
32
-
-
34547491806
-
Combinatorial sketching for finite programs
-
A. Solar-Lezama, L. Tancau, R. Bod́ik, S. A. Seshia, and V. A. Saraswat. Combinatorial sketching for finite programs. In ASPLOS, pages 404-415, 2006.
-
(2006)
ASPLOS
, pp. 404-415
-
-
Solar-Lezama, A.1
Tancau, L.2
Bod́ik, R.3
Seshia, S.A.4
Saraswat, V.A.5
-
33
-
-
85008050388
-
Monte Carlo arithmetic: How to gamble with floating point and win
-
D. Stott Parker, B. Pierce, and P. R. Eggert. Monte Carlo arithmetic: how to gamble with floating point and win. Computing in Science & Engineering, 2(4):58-68, 2000.
-
(2000)
Computing in Science & Engineering
, vol.2
, Issue.4
, pp. 58-68
-
-
Parker, D.S.1
Pierce, B.2
Eggert, P.R.3
-
34
-
-
77955913150
-
Perturbing numerical calculations for statistical analysis of floating-point program (in)stability
-
E. Tang, E. T. Barr, X. Li, and Z. Su. Perturbing numerical calculations for statistical analysis of floating-point program (in)stability. In ISSTA, pages 131-142, 2010.
-
(2010)
ISSTA
, pp. 131-142
-
-
Tang, E.1
Barr, E.T.2
Li, X.3
Su, Z.4
-
36
-
-
84857880446
-
Randomized accuracy-aware program transformations for efficient approximate computations
-
Z. A. Zhu, S. Misailovic, J. A. Kelner, and M. C. Rinard. Randomized accuracy-aware program transformations for efficient approximate computations. In POPL, pages 441-454, 2012.
-
(2012)
POPL
, pp. 441-454
-
-
Zhu, Z.A.1
Misailovic, S.2
Kelner, J.A.3
Rinard, M.C.4
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