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ORCIDChristopher Hillar
Person information
- affiliation: Awecom, Inc., San Francisco, CA, USA
- affiliation (former): University of California Berkeley, Redwood Center for Theoretical Neuroscience, CA, USA
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2020 – today
- 2024
[c11]Giovanni Luca Marchetti, Christopher J. Hillar, Danica Kragic, Sophia Sanborn:
Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks. COLT 2024: 3775-3797- [i7]Simon Mataigne, Johan Mathe, Sophia Sanborn, Christopher Hillar, Nina Miolane:
The Selective G-Bispectrum and its Inversion: Applications to G-Invariant Networks. CoRR abs/2407.07655 (2024) - 2023
- [c10]Sophia Sanborn, Christian Shewmake, Bruno A. Olshausen, Christopher J. Hillar:
Bispectral Neural Networks. ICLR 2023 - [i6]Giovanni Luca Marchetti, Christopher Hillar, Danica Kragic, Sophia Sanborn:
Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks. CoRR abs/2312.08550 (2023) - 2022
- [i5]Sophia Sanborn, Christian Shewmake, Bruno A. Olshausen, Christopher Hillar:
Bispectral Neural Networks. CoRR abs/2209.03416 (2022) - 2021
- [j36]Christopher Hillar, Tenzin Chan, Rachel Taubman, David Rolnick
:
Hidden Hypergraphs, Error-Correcting Codes, and Critical Learning in Hopfield Networks. Entropy 23(11): 1494 (2021) - 2020
- [c9]Zuozhu Liu, Thiparat Chotibut, Christopher Hillar, Shaowei Lin:
Biologically Plausible Sequence Learning with Spiking Neural Networks. AAAI 2020: 1316-1323
2010 – 2019
- 2019
- [j35]Charles J. Garfinkle, Christopher J. Hillar:
On the Uniqueness and Stability of Dictionaries for Sparse Representation of Noisy Signals. IEEE Trans. Signal Process. 67(23): 5884-5892 (2019) - [i4]Zuozhu Liu, Thiparat Chotibut, Christopher Hillar, Shaowei Lin:
Biologically Plausible Sequence Learning with Spiking Neural Networks. CoRR abs/1911.10943 (2019) - 2017
- [j34]Badr F. Albanna, Christopher Hillar, Jascha Sohl-Dickstein, Michael Robert DeWeese:
Minimum and Maximum Entropy Distributions for Binary Systems with Known Means and Pairwise Correlations. Entropy 19(8): 427 (2017) - [c8]Christopher J. Hillar, Sarah Marzen:
Revisiting Perceptual Distortion for Natural Images: Mean Discrete Structural Similarity Index. DCC 2017: 241-249 - 2016
- [j33]Christopher J. Hillar, Abraham Martín del Campo:
Corrigendum to "Finiteness theorems and algorithms for permutation invariant chains of Laurent lattice ideals" [J. Symb. Comput. 50(March 2013) 314-334]. J. Symb. Comput. 74: 650-652 (2016) - [i3]Charles J. Garfinkle, Christopher J. Hillar:
Robust Identifiability in Sparse Dictionary Learning. CoRR abs/1606.06997 (2016) - 2015
- [j32]Nickolas Hein, Christopher J. Hillar, Abraham Martín del Campo, Frank Sottile, Zach Teitler:
The Monotone Secant Conjecture in the Real Schubert Calculus. Exp. Math. 24(3): 261-269 (2015) - [j31]Christopher J. Hillar, Friedrich T. Sommer:
When Can Dictionary Learning Uniquely Recover Sparse Data From Subsamples? IEEE Trans. Inf. Theory 61(11): 6290-6297 (2015) - [c7]Ram Mehta, Sarah Marzen, Christopher J. Hillar:
Exploring discrete approaches to lossy compression schemes for natural image patches. EUSIPCO 2015: 2236-2240 - [c6]Christopher J. Hillar, Felix Effenberger:
Robust Discovery of Temporal Structure in Multi-neuron Recordings Using Hopfield Networks. INNS Conference on Big Data 2015: 365-374 - [c5]Felix Effenberger, Christopher J. Hillar:
Discovery of Salient Low-Dimensional Dynamical Structure in Neuronal Population Activity Using Hopfield Networks. SIMBAD 2015: 199-208 - 2014
- [c4]Christopher J. Hillar, Ram Mehta, Kilian Koepsell:
A hopfield recurrent neural network trained on natural images performs state-of-the-art image compression. ICIP 2014: 4092-4096 - 2013
- [j30]Christopher J. Hillar, Lek-Heng Lim:
Most Tensor Problems Are NP-Hard. J. ACM 60(6): 45:1-45:39 (2013) - [j29]Christopher J. Hillar, Abraham Martín del Campo:
Finiteness theorems and algorithms for permutation invariant chains of Laurent lattice ideals. J. Symb. Comput. 50: 314-334 (2013) - [j28]Christopher J. Hillar, Frank Sottile:
Complex Static Skew-Symmetric Output Feedback Control. SIAM J. Control. Optim. 51(4): 3011-3026 (2013) - 2012
- [j27]Luis David García-Puente, Nickolas Hein, Christopher J. Hillar, Abraham Martín del Campo, James Ruffo, Frank Sottile, Zach Teitler:
The Secant Conjecture in the Real Schubert Calculus. Exp. Math. 21(3): 252-265 (2012) - 2011
- [i2]Osbert Bastani, Christopher J. Hillar, Dimitar Popov, J. Maurice Rojas:
Randomization, Sums of Squares, and Faster Real Root Counting for Tetranomials and Beyond. CoRR abs/1101.2642 (2011) - 2010
- [j26]Jesús A. De Loera, Christopher J. Hillar, Peter N. Malkin, Mohamed Omar:
Recognizing Graph Theoretic Properties with Polynomial Ideals. Electron. J. Comb. 17(1) (2010) - [c3]William K. Coulter, Christopher J. Hillar, Guy Isley, Friedrich T. Sommer:
Adaptive compressed sensing - A new class of self-organizing coding models for neuroscience. ICASSP 2010: 5494-5497 - [c2]Guy Isley, Christopher J. Hillar, Friedrich T. Sommer:
Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication. NIPS 2010: 910-918
2000 – 2009
- 2009
- [j25]Christopher J. Hillar:
Problem 11422. Am. Math. Mon. 116(3): 277 (2009) - [j24]Christopher J. Hillar, Saïd Amghibech:
A Polynomial Identity: 11288 [2007, 359]. Am. Math. Mon. 116(5): 468 (2009) - [j23]Christopher J. Hillar:
Problem 11446. Am. Math. Mon. 116(7): 647 (2009) - [j22]Christopher J. Hillar, Bruce S. Burdick, Roger Williams:
Polynomials Not Associated with Symmetric Matrices: 11321 [2007, 835]. Am. Math. Mon. 116(7): 649-650 (2009) - [i1]Christopher J. Hillar, Lek-Heng Lim:
Most tensor problems are NP hard. CoRR abs/0911.1393 (2009) - 2008
- [j21]Christopher J. Hillar, Troels Windfeldt:
Algebraic characterization of uniquely vertex colorable graphs. J. Comb. Theory B 98(2): 400-414 (2008) - [j20]Christopher J. Hillar, Lionel Levine, Stephen C. Locke:
Snapshots for Velocities: 11223. Am. Math. Mon. 115(1): 75-76 (2008) - [j19]Christopher J. Hillar:
Problem 11346. Am. Math. Mon. 115(2): 166-167 (2008) - [j18]Christopher J. Hillar, Lionel Levine:
Problem 11377. Am. Math. Mon. 115(7): 664 (2008) - [j17]Christopher J. Hillar, O. P. Lossers:
A Group In Which Equations Are Solvable: 11231. Am. Math. Mon. 115(7): 665-666 (2008) - [c1]Matthias Aschenbrenner, Christopher J. Hillar:
An algorithm for finding symmetric Grobner bases in infinite dimensional rings. ISSAC 2008: 117-124 - 2007
- [j16]Christopher J. Hillar, Troels Windfeldt:
Problem 11288. Am. Math. Mon. 114(4): 359 (2007) - [j15]Christopher J. Hillar:
Problem 11321. Am. Math. Mon. 114(9): 835 (2007) - [j14]Christopher J. Hillar, John H. Lindsey II, Robin Chapman:
The Trace of the Sum of All Products of Two Matrices: 11204. Am. Math. Mon. 114(9): 840-841 (2007) - [j13]Christopher J. Hillar, Darren L. Rhea:
Automorphisms of Finite Abelian Groups. Am. Math. Mon. 114(10): 917-923 (2007) - 2006
- [j12]Christopher J. Hillar, Darren L. Rhea:
A result about the density of iterated line intersections in the plane. Comput. Geom. 33(3): 106-114 (2006) - [j11]Christopher J. Hillar:
Problem 11204. Am. Math. Mon. 113(2): 179 (2006) - [j10]Christopher J. Hillar, Darren L. Rhea, Godfrey L. Isaacs:
An Oldie: 11098. Am. Math. Mon. 113(2): 186 (2006) - [j9]Christopher J. Hillar, Lionel Levine:
Problem 11123. Am. Math. Mon. 113(5): 459 (2006) - [j8]Christopher J. Hillar:
Problem 11231. Am. Math. Mon. 113(6): 567 (2006) - 2005
- [j7]Christopher J. Hillar:
Cyclic resultants. J. Symb. Comput. 39(6): 653-669 (2005) - [j6]Christopher J. Hillar:
Erratum to "Cyclic resultants" [J. Symbolic Comput. 39 (6) (2005) 653-669]. J. Symb. Comput. 40(3): 1126-1127 (2005) - 2004
- [j5]Christopher J. Hillar, Darren L. Rhea:
Problem 11098. Am. Math. Mon. 111(7): 625 (2004) - 2003
- [j4]Christopher J. Hillar, Patrick J. Fitzsimmons:
Convergent Series with Exponents: 10928. Am. Math. Mon. 110(5): 444-445 (2003) - 2002
- [j3]Charles R. Johnson, Christopher J. Hillar:
Eigenvalues of Words in Two Positive Definite Letters. SIAM J. Matrix Anal. Appl. 23(4): 916-928 (2002) - [j2]Christopher J. Hillar:
Problem 10928. Am. Math. Mon. 109(3): 298 (2002) - 2001
- [j1]Christopher J. Hillar, Heinz-Jürgen Seiffert:
Two Sums That Are Congruent Modulo p: 10723. Am. Math. Mon. 108(2): 176 (2001)
Coauthor Index
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