Ioana Dumitriu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 11

Top Topics

Jacobian Matrix

Connectionist Models

Top Venues

Comb. Probab. Comput.

Electron. J. Comb.

Publications

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)
James Demmel, Ioana Dumitriu, Ryan Schneider
Generalized Pseudospectral Shattering and Inverse-Free Matrix Pencil Diagonalization. CoRR (2023)
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 (2023)
Zhichao Wang, Andrew Engel, Anand D. Sarwate, Ioana Dumitriu, Tony Chiang
Spectral Evolution and Invariance in Linear-width Neural Networks. NeurIPS (2023)
Zhichao Wang, Andrew Engel, Anand D. Sarwate, Ioana Dumitriu, Tony Chiang
Spectral evolution and invariance in linear-width neural networks. CoRR (2022)
Gerandy Brito, Ioana Dumitriu, Kameron Decker Harris
Spectral gap in random bipartite biregular graphs and applications. Comb. Probab. Comput. 31 (2) (2022)
Ioana Dumitriu, Yizhe Zhu
Spectra of Random Regular Hypergraphs. Electron. J. Comb. 28 (3) (2021)
Grey Ballard, James Demmel, Ioana Dumitriu, Alexander Rusciano
A Generalized Randomized Rank-Revealing Factorization. CoRR (2019)
Ioana Dumitriu, Tobias Johnson
The Marčenko-Pastur law for sparse random bipartite biregular graphs. Random Struct. Algorithms 48 (2) (2016)
Amin Jalali, Qiyang Han, Ioana Dumitriu, Maryam Fazel
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models. NIPS (2016)
Gerandy Brito, Ioana Dumitriu, Shirshendu Ganguly, Christopher Hoffman, Linh V. Tran
Recovery and Rigidity in a Regular Stochastic Block Model. SODA (2016)
Ioana Dumitriu
Smallest eigenvalue distributions for $\beta$-Jacobi ensembles CoRR (2010)
Grey Ballard, James Demmel, Ioana Dumitriu
Minimizing Communication for Eigenproblems and the Singular Value Decomposition CoRR (2010)
Ioana Dumitriu, Plamen Koev
Distributions of the Extreme Eigenvaluesof Beta-Jacobi Random Matrices. SIAM J. Matrix Anal. Appl. 30 (1) (2008)
James Demmel, Ioana Dumitriu, Olga Holtz, Robert Kleinberg
Fast matrix multiplication is stable. Numerische Mathematik 106 (2) (2007)
James Demmel, Ioana Dumitriu, Olga Holtz
Fast linear algebra is stable. Numerische Mathematik 108 (1) (2007)
James Demmel, Ioana Dumitriu, Olga Holtz, Plamen Koev
Accurate and Efficient Expression Evaluation and Linear Algebra CoRR (2007)
Ioana Dumitriu, Alan Edelman, Gene Shuman
MOPS: Multivariate orthogonal polynomials (symbolically). J. Symb. Comput. 42 (6) (2007)
James Demmel, Ioana Dumitriu, Olga Holtz
Fast linear algebra is stable CoRR (2006)
James Demmel, Ioana Dumitriu, Olga Holtz, Robert Kleinberg
Fast matrix multiplication is stable CoRR (2006)
Ioana Dumitriu, Joel H. Spencer
The Two-Batch Liar Game over an Arbitrary Channel. SIAM J. Discret. Math. 19 (4) (2005)
Ioana Dumitriu, Joel H. Spencer
The Liar Game Over an Arbitrary Channel. Comb. 25 (5) (2005)
James Demmel, Ioana Dumitriu, Olga Holtz
Toward accurate polynomial evaluation in rounded arithmetic CoRR (2005)
James Demmel, Ioana Dumitriu, Olga Holtz
Toward accurate polynomial evaluation in rounded arithmetic (short report). Algebraic and Numerical Algorithms and Computer-assisted Proofs (2005)
Ioana Dumitriu, Joel Spencer
A Halfliar's game. Theor. Comput. Sci. 313 (3) (2004)
Ioana Dumitriu, Etienne Rassart
Path Counting and Random Matrix Theory. Electron. J. Comb. 10 (2003)
Ioana Dumitriu, Prasad Tetali, Peter Winkler
On Playing Golf with Two Balls. SIAM J. Discret. Math. 16 (4) (2003)
Ioana Dumitriu
On generalized Tribonacci sequences and additive partitions. Discret. Math. 219 (1-3) (2000)