On Optimal Learning Algorithms for Multiplicity Automata. - Laurence Bisht; Nader H. Bshouty; Hanna Mazzawi (COLT, 2006)

Exact Learning Composed Classes with a Small Number of Mistakes. - Nader H. Bshouty; Hanna Mazzawi (COLT, 2006)

On Parity Check (0, 1)-Matrix over Zp. - Hanna Mazzawi; Nader H. Bshouty (Electron. Colloquium Comput. Complex., 2009)

Optimally Reconstructing Weighted Graphs Using Queries. - Hanna Mazzawi (SODA, 2010)

Optimal Query Complexity for Reconstructing Hypergraphs. - Nader H. Bshouty; Hanna Mazzawi (STACS, 2010)

On Parity Check (0, 1)-Matrix over Zp. - Nader H. Bshouty; Hanna Mazzawi (SODA, 2011)

Algorithms for the Coin Weighing Problems with the Presence of Noise. - Nader H. Bshouty; Hanna Mazzawi (Electron. Colloquium Comput. Complex., 2011)

Reconstructing weighted graphs with minimal query complexity. - Nader H. Bshouty; Hanna Mazzawi (Theor. Comput. Sci., 2011)

Reconstructing graphs using edge counting queries. - Hanna Mazzawi (2011)

Toward a deterministic polynomial time algorithm with optimal additive query complexity. - Nader H. Bshouty; Hanna Mazzawi (Theor. Comput. Sci., 2012)

Analysis of advanced meter infrastructure data of water consumption in apartment buildings. - Einat Kermany; Hanna Mazzawi; Dorit Baras; Yehuda Naveh; Hagai Michaelis (KDD, 2013)

On Exact Learning Monotone DNF from Membership Queries. - Hasan Abasi; Nader H. Bshouty; Hanna Mazzawi (ALT, 2014)

Non-Adaptive Learning a Hidden Hipergraph. - Hasan Abasi; Nader H. Bshouty; Hanna Mazzawi (CoRR, 2015)

Anomaly Detection in Large Databases Using Behavioral Patterning. - Hanna Mazzawi; Gal Dalal; David Rozenblat; Liat Ein-Dor; Matan Ninio; Ofer Lavi; Allon Adir; Ehud Aharoni; Einat Kermany (ICDE, 2017)

Non-adaptive learning of a hidden hypergraph. - Hasan Abasi; Nader H. Bshouty; Hanna Mazzawi (Theor. Comput. Sci., 2018)

Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale. - Hanna Mazzawi; Xavi Gonzalvo; Aleks Kracun; Prashant Sridhar; Niranjan Subrahmanya; Ignacio López-Moreno; Hyun-Jin Park; Patrick Violette (INTERSPEECH, 2019)

Improving Neural Architecture Search Image Classifiers via Ensemble Learning. - Vladimir Macko; Charles Weill; Hanna Mazzawi; Javier Gonzalvo (CoRR, 2019)

AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles. - Charles Weill; Javier Gonzalvo; Vitaly Kuznetsov; Scott Yang; Scott Yak; Hanna Mazzawi; Eugen Hotaj; Ghassen Jerfel; Vladimir Macko; Ben Adlam; Mehryar Mohri; Corinna Cortes (CoRR, 2019)

Towards Task and Architecture-Independent Generalization Gap Predictors. - Scott Yak; Javier Gonzalvo; Hanna Mazzawi (CoRR, 2019)

Deep Fusion: Efficient Network Training via Pre-trained Initializations. - Hanna Mazzawi; Xavi Gonzalvo; Michael Wunder (CoRR, 2023)

Deep Fusion: Efficient Network Training via Pre-trained Initializations. - Hanna Mazzawi; Javier Gonzalvo; Michael Wunder; Sammy Jerome; Benoit Dherin (ICML, 2024)

Simulated Overparameterization. - Hanna Mazzawi; Pranjal Awasthi; Xavi Gonzalvo; Srikumar Ramalingam (CoRR, 2024)

Training in reverse: How iteration order influences convergence and stability in deep learning. - Benoit Dherin; Benny Avelin; Anders Karlsson; Hanna Mazzawi; Javier Gonzalvo; Michael Munn (CoRR, 2025)

Learning by solving differential equations. - Benoit Dherin; Michael Munn; Hanna Mazzawi; Michael Wunder; Sourabh Medapati; Javier Gonzalvo (CoRR, 2025)

Learning without training: The implicit dynamics of in-context learning. - Benoit Dherin; Michael Munn; Hanna Mazzawi; Michael Wunder; Javier Gonzalvo (CoRR, 2025)