Szpankowski, Wojciech
- Asymmetry and structural information in preferential attachment graphs
2016/07/14 by Tomasz Łuczak, Luczak, Tomasz, Abram Magner +3 · 2 citations
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Mathematics #Graph Theory and Algorithms #Probability (math.PR) #Topological and Geometric Data Analysis
- Randomized Linear Algebra Approaches to Estimate the Von Neumann Entropy\n of Density Matrices
2018/01/03 by Eugenia-Maria Kontopoulou, Gregory-Paul Dexter, Kontopoulou, Eugenia-Maria +7 · 1 citation
Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Information Theory (cs.IT) #Markov Chains and Monte Carlo Methods #Random Matrices and Applications #Statistical Mechanics and Entropy
- Statistical and computational thresholds for the planted k-densest\n sub-hypergraph problem
2020/11/23 by Luca Corinzia, Corinzia, Luca, P. La Penna +5 · 1 citation
Computer Science · Engineering · #Age of Information Optimization #Blind Source Separation Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
- Toward Physically Realizable Quantum Neural Networks
2022/03/22 by Heidari, Mohsen, Grama, Ananth, Szpankowski, Wojciech · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Efficient Gradient Estimation for Parameterized Quantum Systems with Lie Algebraic Symmetries
2024/04/07 by Mohsen Heidari, Masih Mozakka, Heidari, Mohsen +3 · 1 citation
Computer Science · #Quantum Computing Algorithms and Architecture
- New Bounds on Quantum Sample Complexity of Measurement Classes
2024/08/22 by Mohsen Heidari, Heidari, Mohsen, Wojciech Szpankowski +1 · 2 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications