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Mehta, Dhagash
33
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1
Special issue on Algebraic Geometry and Machine Learning:
Hauenstein, Jonathan D.
;
He, Yang-Hui
;
Kotsireas, Ilias
..
Journal of Symbolic Computation. 118 (2023) - p. 93-94 , 2023
Link:
https://doi.org/10.1016/..
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2
Machine learning the real discriminant locus:
Bernal, Edgar A.
;
Hauenstein, Jonathan D.
;
Mehta, Dhagash
..
Journal of Symbolic Computation. 115 (2023) - p. 409-426 , 2023
Link:
https://doi.org/10.1016/..
?
3
The Loss Surface Of Deep Linear Networks Viewed Through The..:
Mehta, Dhagash
;
Chen, Tianran
;
Tang, Tingting
.
IEEE Transactions on Pattern Analysis and Machine Intelligence. , 2021
Link:
https://doi.org/10.1109/..
?
4
Counting Equilibria of the Kuramoto Model Using Birationall..:
Chen, Tianran
;
Davis, Robert
;
Mehta, Dhagash
SIAM Journal on Applied Algebra and Geometry. 2 (2018) 4 - p. 489-507 , 2018
Link:
https://doi.org/10.1137/..
?
5
Loss surface of XOR artificial neural networks:
Mehta, Dhagash
;
Zhao, Xiaojun
;
Bernal, Edgar A.
.
Physical Review E. 97 (2018) 5 - p. , 2018
Link:
https://doi.org/10.1103/..
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6
Fixed Points of Belief Propagation—An Analysis via Polynomi..:
Knoll, Christian
;
Mehta, Dhagash
;
Chen, Tianran
.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 40 (2018) 9 - p. 2124-2136 , 2018
Link:
https://doi.org/10.1109/..
?
7
Parallel degree computation for binomial systems:
Chen, Tianran
;
Mehta, Dhagash
Journal of Symbolic Computation. 79 (2017) - p. 535-558 , 2017
Link:
https://doi.org/10.1016/..
?
8
Energy landscapes for machine learning:
Ballard, Andrew J.
;
Das, Ritankar
;
Martiniani, Stefano
...
Physical Chemistry Chemical Physics. 19 (2017) 20 - p. 12585-12603 , 2017
Link:
https://doi.org/10.1039/..
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9
Properties of kinetic transition networks for atomic cluste..:
Morgan, John W. R.
;
Mehta, Dhagash
;
Wales, David J.
Physical Chemistry Chemical Physics. 19 (2017) 37 - p. 25498-25508 , 2017
Link:
https://doi.org/10.1039/..
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10
Kinetic Transition Networks for the Thomson Problem and Sma..:
Mehta, Dhagash
;
Chen, Jianxu
;
Chen, Danny Z.
..
Physical Review Letters. 117 (2016) 2 - p. , 2016
Link:
https://doi.org/10.1103/..
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11
Reliable mixture critical point computation using polynomia..:
Sidky, Hythem
;
Whitmer, Jonathan K.
;
Mehta, Dhagash
AIChE Journal. 62 (2016) 12 - p. 4497-4507 , 2016
Link:
https://doi.org/10.1002/..
?
12
Algebraic Geometric Method for Calculating Phase Equilibria..:
Sidky, Hythem
;
Liddell Jr., Alan C.
;
Mehta, Dhagash
..
Industrial & Engineering Chemistry Research. 55 (2016) 43 - p. 11363-11370 , 2016
Link:
https://doi.org/10.1021/..
?
13
Numerical polynomial homotopy continuation method to locate..:
Mehta, Dhagash
;
Nguyen, Hung Dinh
;
Turitsyn, Konstantin
IET Generation, Transmission & Distribution. 10 (2016) 12 - p. 2972-2980 , 2016
Link:
https://doi.org/10.1049/..
?
14
Exploring the potential energy landscape of the Thomson pro..:
Mehta, Dhagash
;
Chen, Tianran
;
Morgan, John W. R.
.
The Journal of Chemical Physics. 142 (2015) 19 - p. , 2015
Link:
https://doi.org/10.1063/..
?
15
Energy landscape of the finite-size mean-field 2-spin spher..:
Mehta, Dhagash
;
Hauenstein, Jonathan D.
;
Niemerg, Matthew
..
Physical Review E. 91 (2015) 2 - p. , 2015
Link:
https://doi.org/10.1103/..
1-15