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2020 – today
- 2024
[c4]Andrew Engel, Zhichao Wang, Natalie Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang:
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models. ICLR 2024- 2023
- [c3]Zhichao Wang, Andrew Engel, Anand D. Sarwate, Ioana Dumitriu, Tony Chiang:
Spectral Evolution and Invariance in Linear-width Neural Networks. NeurIPS 2023 - [i11]Andrew Engel
, Zhichao Wang, Natalie S. Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang:
Robust Explanations for Deep Neural Networks via Pseudo Neural Tangent Kernel Surrogate Models. CoRR abs/2305.14585 (2023) - [i10]James Demmel, Ioana Dumitriu, Ryan Schneider:
Generalized Pseudospectral Shattering and Inverse-Free Matrix Pencil Diagonalization. CoRR abs/2306.03700 (2023) - 2022
- [j13]Gerandy Brito, Ioana Dumitriu, Kameron Decker Harris:
Spectral gap in random bipartite biregular graphs and applications. Comb. Probab. Comput. 31(2): 229-267 (2022) - [i9]Zhichao Wang, Andrew Engel, Anand D. Sarwate, Ioana Dumitriu, Tony Chiang:
Spectral evolution and invariance in linear-width neural networks. CoRR abs/2211.06506 (2022) - 2021
- [j12]Ioana Dumitriu, Yizhe Zhu:
Spectra of Random Regular Hypergraphs. Electron. J. Comb. 28(3) (2021)
2010 – 2019
- 2019
- [i8]Grey Ballard, James Demmel, Ioana Dumitriu, Alexander Rusciano:
A Generalized Randomized Rank-Revealing Factorization. CoRR abs/1909.06524 (2019) - 2016
- [j11]Ioana Dumitriu, Tobias Johnson:
The Marčenko-Pastur law for sparse random bipartite biregular graphs. Random Struct. Algorithms 48(2): 313-340 (2016) - [c2]Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel:
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models. NIPS 2016: 4871-4879 - [c1]Gerandy Brito, Ioana Dumitriu, Shirshendu Ganguly, Christopher Hoffman, Linh V. Tran:
Recovery and Rigidity in a Regular Stochastic Block Model. SODA 2016: 1589-1601 - 2010
- [i7]Ioana Dumitriu:
Smallest eigenvalue distributions for $\beta$-Jacobi ensembles. CoRR abs/1009.4677 (2010) - [i6]Grey Ballard, James Demmel, Ioana Dumitriu:
Minimizing Communication for Eigenproblems and the Singular Value Decomposition. CoRR abs/1011.3077 (2010)
2000 – 2009
- 2008
- [j10]Ioana Dumitriu, Plamen Koev:
Distributions of the Extreme Eigenvaluesof Beta-Jacobi Random Matrices. SIAM J. Matrix Anal. Appl. 30(1): 1-6 (2008) - 2007
- [j9]Ioana Dumitriu, Alan Edelman, Gene Shuman:
MOPS: Multivariate orthogonal polynomials (symbolically). J. Symb. Comput. 42(6): 587-620 (2007) - [j8]James Demmel, Ioana Dumitriu, Olga Holtz, Robert Kleinberg:
Fast matrix multiplication is stable. Numerische Mathematik 106(2): 199-224 (2007) - [j7]James Demmel, Ioana Dumitriu, Olga Holtz:
Fast linear algebra is stable. Numerische Mathematik 108(1): 59-91 (2007) - [i5]James Demmel, Ioana Dumitriu, Olga Holtz, Plamen Koev:
Accurate and Efficient Expression Evaluation and Linear Algebra. CoRR abs/0712.4027 (2007) - 2006
- [i4]James Demmel, Ioana Dumitriu, Olga Holtz, Robert Kleinberg:
Fast matrix multiplication is stable. CoRR abs/math/0603207 (2006) - [i3]James Demmel, Ioana Dumitriu, Olga Holtz:
Fast linear algebra is stable. CoRR abs/math/0612264 (2006) - 2005
- [j6]Ioana Dumitriu, Joel H. Spencer:
The Liar Game Over an Arbitrary Channel. Comb. 25(5): 537-559 (2005) - [j5]Ioana Dumitriu, Joel H. Spencer:
The Two-Batch Liar Game over an Arbitrary Channel. SIAM J. Discret. Math. 19(4): 1056-1064 (2005) - [i2]James Demmel, Ioana Dumitriu, Olga Holtz:
Toward accurate polynomial evaluation in rounded arithmetic (short report). Algebraic and Numerical Algorithms and Computer-assisted Proofs 2005 - [i1]James Demmel, Ioana Dumitriu, Olga Holtz:
Toward accurate polynomial evaluation in rounded arithmetic. CoRR abs/math/0508350 (2005) - 2004
- [j4]Ioana Dumitriu, Joel Spencer:
A Halfliar's game. Theor. Comput. Sci. 313(3): 353-369 (2004) - 2003
- [j3]Ioana Dumitriu, Etienne Rassart:
Path Counting and Random Matrix Theory. Electron. J. Comb. 10 (2003) - [j2]Ioana Dumitriu, Prasad Tetali, Peter Winkler:
On Playing Golf with Two Balls. SIAM J. Discret. Math. 16(4): 604-615 (2003) - 2000
- [j1]Ioana Dumitriu:
On generalized Tribonacci sequences and additive partitions. Discret. Math. 219(1-3): 65-83 (2000)
Coauthor Index
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