-
1
-
-
0040528764
-
Multinomial logistic regression algorithm
-
D. Böhning, "Multinomial logistic regression algorithm," Ann. Inst. Statist. Math., vol. 44, no. 1, pp. 197-200, 1992.
-
(1992)
Ann. Inst. Statist. Math.
, vol.44
, Issue.1
, pp. 197-200
-
-
Böhning, D.1
-
2
-
-
19944366594
-
The convergence of a class of double-rank minimization algorithms
-
C. G. Broyden, "The convergence of a class of double-rank minimization algorithms," IMA J. Appl. Math., vol. 6, no. 1, pp. 76-90, 1970.
-
(1970)
IMA J. Appl. Math.
, vol.6
, Issue.1
, pp. 76-90
-
-
Broyden, C.G.1
-
3
-
-
79960392344
-
Amazon's mechanical turk: A new source of inexpensive, yet high-quality, data?
-
M. Buhrmester, T. Kwang, and S. D. Gosling, "Amazon's mechanical turk: A new source of inexpensive, yet high-quality, data?," Perspectives on Psychological Sci., vol. 6, no. 1, pp. 3-5, 2011.
-
(2011)
Perspectives On Psychological Sci.
, vol.6
, Issue.1
, pp. 3-5
-
-
Buhrmester, M.1
Kwang, T.2
Gosling, S.D.3
-
4
-
-
34250348767
-
Should i stay or should i go? How the human brain manages the trade-off between exploitation and exploration
-
J. D. Cohen, S. M. McClure, and A. J. Yu, "Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration," Philosph. Trans. Roy. Soc. B: Bio. Sci., vol. 362, no. 1481, pp. 933-942, 2007.
-
(2007)
Philosph. Trans. Roy. Soc. B: Bio. Sci.
, vol.362
, Issue.1481
, pp. 933-942
-
-
Cohen, J.D.1
McClure, S.M.2
Yu, A.J.3
-
5
-
-
84904322113
-
Training attention improves decision making in individuals with elevated self-reported depressive symptoms
-
June
-
J. A. Cooper, M. A. Gorlick, T. Denny, D. A. Worthy, C. G. Beevers, and W. T. Maddox, "Training attention improves decision making in individuals with elevated self-reported depressive symptoms," Cognitive, Affective Behavioral Neurosci., vol. 14, no. 2, pp. 729-741, June, 2014.
-
(2014)
Cognitive, Affective Behavioral Neurosci.
, vol.14
, Issue.2
, pp. 729-741
-
-
Cooper, J.A.1
Gorlick, M.A.2
Denny, T.3
Worthy, D.A.4
Beevers, C.G.5
Maddox, W.T.6
-
6
-
-
84921627984
-
Trial-by-trial data analysis using computational models
-
N. D. Daw, "Trial-by-trial data analysis using computational models," Decision Making, Affect, and Learning: Attention and Performance XXIII, vol. 23, pp. 3-38, 2011.
-
(2011)
Decision Making, Affect, and Learning: Attention and Performance XXIII
, vol.23
, pp. 3-38
-
-
Daw, N.D.1
-
7
-
-
33745223257
-
Cortical substrates for exploratory decisions in humans
-
N. D. Daw, J. P. O'Docherty, P. Dayan, B. Seymour, and R. J. Dolan, "Cortical substrates for exploratory decisions in humans," Nature, vol. 441, no. 7095, pp. 876-879, 2006.
-
(2006)
Nature
, vol.441
, Issue.7095
, pp. 876-879
-
-
Daw, N.D.1
O'Docherty, J.P.2
Dayan, P.3
Seymour, B.4
Dolan, R.J.5
-
8
-
-
0014825610
-
A new approach to variable metric algorithms
-
R. Fletcher, "A new approach to variable metric algorithms," The Comput. J., vol. 13, no. 3, pp. 317-322, 1970.
-
(1970)
The Comput. J.
, vol.13
, Issue.3
, pp. 317-322
-
-
Fletcher, R.1
-
9
-
-
80053262704
-
Softmax-margin training for structured log-linear models
-
Pittsburgh, PA, USA, Tech. Rep. CMU-LTI-10-008
-
K. Gimpel and N. A. Smith, "Softmax-margin training for structured log-linear models," Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-LTI-10-008, 2010.
-
(2010)
Carnegie Mellon Univ.
-
-
Gimpel, K.1
Smith, N.A.2
-
10
-
-
77953260848
-
States versus rewards: Dissociable neural prediction error signals underlying modelbased and model-free reinforcement learning
-
J. Gläscher, N. Daw, P. Dayan, and J. P. O'Doherty, "States versus rewards: Dissociable neural prediction error signals underlying modelbased and model-free reinforcement learning," Neuron, vol. 66, no. 4, pp. 585-595, 2010.
-
(2010)
Neuron
, vol.66
, Issue.4
, pp. 585-595
-
-
Gläscher, J.1
Daw, N.2
Dayan, P.3
O'Doherty, J.P.4
-
12
-
-
84966251980
-
A family of variable-metric methods derived by variational means
-
D. Goldfarb, "A family of variable-metric methods derived by variational means," Math. Comput., vol. 24, no. 109, pp. 23-26, 1970.
-
(1970)
Math. Comput.
, vol.24
, Issue.109
, pp. 23-26
-
-
Goldfarb, D.1
-
13
-
-
84954519509
-
On Bayesian upper confidence bounds for bandit problems
-
La Palma, Canary Islands, Spain, Apr.
-
E. Kaufmann, O. Cappé, and A. Garivier, "On Bayesian upper confidence bounds for bandit problems," in Proc. Int. Conf. Artif. Intell. Statist., La Palma, Canary Islands, Spain, Apr. 2012, pp. 592-600.
-
(2012)
Proc. Int. Conf. Artif. Intell. Statist.
, pp. 592-600
-
-
Kaufmann, E.1
Cappé, O.2
Garivier, A.3
-
15
-
-
21244437589
-
Sparse multinomial logistic regression: Fast algorithms and generalization bounds
-
Jun.
-
B. Krishnapuram, L. Carin, M. A. T. Figueiredo, and A. J. Hartemink, "Sparse multinomial logistic regression: Fast algorithms and generalization bounds," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 6, pp. 957-968, Jun. 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.27
, Issue.6
, pp. 957-968
-
-
Krishnapuram, B.1
Carin, L.2
Figueiredo, M.A.T.3
Hartemink, A.J.4
-
16
-
-
33644782012
-
Dynamic response-by-response models of matching behavior in rhesus monkeys
-
Nov.
-
B. Lau and P. W. Glimcher, "Dynamic response-by-response models of matching behavior in rhesus monkeys," J. Experimental Anal. Behavior, vol. 84, no. 3, pp. 555-579, Nov. 2005.
-
(2005)
J. Experimental Anal. Behavior
, vol.84
, Issue.3
, pp. 555-579
-
-
Lau, B.1
Glimcher, P.W.2
-
17
-
-
0002297105
-
Conditional logit analysis of qualitative choice behavior
-
P. Zarembka, Ed. New York: Academic Press
-
D. McFadden, "Conditional logit analysis of qualitative choice behavior," in Frontiers Econometrics, P. Zarembka, Ed. New York: Academic Press, 1974, pp. 105-142.
-
(1974)
Frontiers Econometrics
, pp. 105-142
-
-
McFadden, D.1
-
18
-
-
0001345363
-
Convergence and finite-time behavior of simulated annealing
-
D. Mitra, F. Romeo, and A. Sangiovanni-Vincentelli, "Convergence and finite-time behavior of simulated annealing," Adv. Appl. Probability, vol. 18, no. 3, pp. 747-771, 1986.
-
(1986)
Adv. Appl. Probability
, vol.18
, Issue.3
, pp. 747-771
-
-
Mitra, D.1
Romeo, F.2
Sangiovanni-Vincentelli, A.3
-
19
-
-
33748337293
-
Imaging valuation models in human choice
-
P. R. Montague, B. King-Casas, and J. D. Cohen, "Imaging valuation models in human choice," Annu. Rev. Neurosci., vol. 29, pp. 417-448, 2006.
-
(2006)
Annu. Rev. Neurosci.
, vol.29
, pp. 417-448
-
-
Montague, P.R.1
King-Casas, B.2
Cohen, J.D.3
-
20
-
-
84876943382
-
A healthy fear of the unknown: Perspectives on the interpretation of parameter fits from computational models in neuroscience
-
M. R. Nassar and J. I. Gold, "A healthy fear of the unknown: Perspectives on the interpretation of parameter fits from computational models in neuroscience," PLoS Comput. Bio., vol. 9, no. 4, 2013, e1003015.
-
(2013)
PLoS Comput. Bio.
, vol.9
, Issue.4
, pp. e1003015
-
-
Nassar, M.R.1
Gold, J.I.2
-
21
-
-
84857313572
-
A decision task in a social context: Human experiments, models, and analyses of behavioral data
-
A. Nedic, D. Tomlin, P. Holmes, D. A. Prentice, and J. D. Cohen, "A decision task in a social context: Human experiments, models, and analyses of behavioral data," Proc. IEEE, vol. 100, no. 3, pp. 713-733, 2012.
-
(2012)
Proc. IEEE
, vol.100
, Issue.3
, pp. 713-733
-
-
Nedic, A.1
Tomlin, D.2
Holmes, P.3
Prentice, D.A.4
Cohen, J.D.5
-
22
-
-
70350096085
-
Large sample estimation and hypothesis testing
-
R. F. Engle and D. L. McFadden, Eds. Philadelphia, PA, USA: Elsevier, ch. 36
-
W. K. Newey and D. McFadden, "Large sample estimation and hypothesis testing," in Handbook of Econometrics, R. F. Engle and D. L. McFadden, Eds. Philadelphia, PA, USA: Elsevier, 1994, vol. 4, ch. 36, pp. 2111-2245.
-
(1994)
Handbook of Econometrics
, vol.4
, pp. 2111-2245
-
-
Newey, W.K.1
McFadden, D.2
-
23
-
-
0042547347
-
Algorithms for inverse reinforcement learning
-
A. Y. Ng and S. J. Russell, "Algorithms for inverse reinforcement learning," in Proc. Int. Conf. Mach. Learn., 2000, pp. 663-670.
-
(2000)
Proc. Int. Conf. Mach. Learn.
, pp. 663-670
-
-
Ng, A.Y.1
Russell, S.J.2
-
24
-
-
80053157575
-
Estimation of maximum-likelihood discrete-choice models of the runway configuration selection process
-
V. Ramanujam and H. Balakrishnan, "Estimation of maximum-likelihood discrete-choice models of the runway configuration selection process," in Proc. Amer. Control Conf., 2011, pp. 2160-2167.
-
(2011)
Proc. Amer. Control Conf.
, pp. 2160-2167
-
-
Ramanujam, V.1
Balakrishnan, H.2
-
25
-
-
84992120348
-
-
Ph.D. dissertation, Dept. Mech. Aerosp. Eng., Princeton Univ., Princeton, NJ, USA
-
P. Reverdy, "Human-inspired algorithms for search: a framework for human-machine multi-armed bandit problems," Ph.D. dissertation, Dept. Mech. Aerosp. Eng., Princeton Univ., Princeton, NJ, USA, 2014.
-
(2014)
Human-inspired Algorithms for Search: A Framework for Human-machine Multi-armed Bandit Problems
-
-
Reverdy, P.1
-
26
-
-
84897532572
-
Modeling human decision-making in generalized Gaussian multi-armed bandits
-
P. Reverdy, V. Srivastava, and N. E. Leonard, "Modeling human decision-making in generalized Gaussian multi-armed bandits," Proc. IEEE, vol. 102, no. 4, pp. 544-571, 2014.
-
(2014)
Proc. IEEE
, vol.102
, Issue.4
, pp. 544-571
-
-
Reverdy, P.1
Srivastava, V.2
Leonard, N.E.3
-
27
-
-
84966203785
-
Some aspects of the sequential design of experiments
-
H. Robbins, "Some aspects of the sequential design of experiments," Bull. Amer. Math. Soc., vol. 58, pp. 527-535, 1952.
-
(1952)
Bull. Amer. Math. Soc.
, vol.58
, pp. 527-535
-
-
Robbins, H.1
-
29
-
-
28144449057
-
Representation of action-specific reward values in the striatum
-
K. Samejima, Y. Ueda, K. Doya, and M. Kimura, "Representation of action-specific reward values in the striatum," Science, vol. 310, no. 5752, pp. 1337-1340, 2005.
-
(2005)
Science
, vol.310
, Issue.5752
, pp. 1337-1340
-
-
Samejima, K.1
Ueda, Y.2
Doya, K.3
Kimura, M.4
-
30
-
-
84968497764
-
Conditioning of quasi-Newton methods for function minimization
-
D. F. Shanno, "Conditioning of quasi-Newton methods for function minimization," Math. Comput., vol. 24, no. 111, pp. 647-656, 1970.
-
(1970)
Math. Comput.
, vol.24
, Issue.111
, pp. 647-656
-
-
Shanno, D.F.1
-
32
-
-
84857287538
-
Towards human-robot teams: Model-based analysis of human decision making in two-alternative choice tasks with social feedback
-
A. R. Stewart, M. Cao, A. Nedic, D. Tomlin, and N. E. Leonard, "Towards human-robot teams: Model-based analysis of human decision making in two-alternative choice tasks with social feedback," Proc. IEEE, vol. 100, no. 3, pp. 751-775, 2012.
-
(2012)
Proc. IEEE
, vol.100
, Issue.3
, pp. 751-775
-
-
Stewart, A.R.1
Cao, M.2
Nedic, A.3
Tomlin, D.4
Leonard, N.E.5
-
34
-
-
85040624016
-
-
The Mathworks, Inc., [Online].
-
The Mathworks, Inc., Fminunc 2015. [Online]. Available: http://www. mathworks.com/help/optim/ug/fminunc.html
-
(2015)
Fminunc
-
-
-
35
-
-
34249833101
-
Learning
-
C. J. C. H. Watkins and P. Dayan, "-learning," Mach. Learn., vol. 8, no. 3-4, pp. 279-292, 1992.
-
(1992)
Mach. Learn.
, vol.8
, Issue.3-4
, pp. 279-292
-
-
Watkins, C.J.C.H.1
Dayan, P.2
-
36
-
-
84870267223
-
The generalization of "student's" problem when several different population variances are involved
-
B. L. Welch, "The generalization of "Student's" problem when several different population variances are involved," Biometrika, vol. 34, no. 1-2, pp. 28-35, 1947.
-
(1947)
Biometrika
, vol.34
, Issue.1-2
, pp. 28-35
-
-
Welch, B.L.1
-
37
-
-
84925600345
-
Humans use directed and random exploration to solve the exploreexploit dilemma
-
R. C. Wilson, A. Geana, J. M. White, E. A. Ludvig, and J. D. Cohen, "Humans use directed and random exploration to solve the exploreexploit dilemma," J. Experimental Psychology: Gen., vol. 143, no. 6, pp. 2074-2081, 2014.
-
(2014)
J. Experimental Psychology: Gen.
, vol.143
, Issue.6
, pp. 2074-2081
-
-
Wilson, R.C.1
Geana, A.2
White, J.M.3
Ludvig, E.A.4
Cohen, J.D.5
|