Abram Magner

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 39

Top Topics

Large Deviations

Pac Learnability

Random Graph Models

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Boya Ma, Maxwell McNeil, Abram Magner, Petko Bogdanov
Low Rank Multi-Dictionary Selection at Scale. KDD (2024)
Boya Ma, Maxwell McNeil, Abram Magner, Petko Bogdanov
Low Rank Multi-Dictionary Selection at Scale. CoRR (2024)
Ben Shaw, Abram Magner, Kevin R. Moon
Symmetry Discovery Beyond Affine Transformations. CoRR (2024)
Sepideh Neshatfar, Abram Magner, Salimeh Yasaei Sekeh
Promise and Limitations of Supervised Optimal Transport-Based Graph Summarization via Information Theoretic Measures. CoRR (2023)
Abram Magner, Arun Padakandla
Fat Shattering, Joint Measurability, and PAC Learnability of POVM Hypothesis Classes. CoRR (2023)
Sepideh Neshatfar, Abram Magner, Salimeh Yasaei Sekeh
Promise and Limitations of Supervised Optimal Transport-Based Graph Summarization via Information Theoretic Measures. IEEE Access 11 (2023)
Abram Magner, Amith Kumar Singh
Local Limit Theorems for Approximate Maximum Likelihood Estimation of Network Information Spreading Models. ISIT (2022)
Abram Magner, Carolyn S. Kaminski, Petko Bogdanov
Fast and Accurate Spreading Process Temporal Scale Estimation. Trans. Mach. Learn. Res. 2022 (2022)
Arun Padakandla, Abram Magner
PAC Learning of Quantum Measurement Classes : Sample Complexity Bounds and Universal Consistency. AISTATS (2022)
Abram Magner, Mayank Baranwal, Alfred O. Hero III
Fundamental Limits of Deep Graph Convolutional Networks for Graph Classification. IEEE Trans. Inf. Theory 68 (5) (2022)
Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine S. Turali-Emre, Paolo Elvati, Shivani Kozarekar, J. Scott Vanepps, Nicholas A. Kotov, Angela Violi, Alfred O. Hero III
Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions. BMC Bioinform. 23 (1) (2022)
Abram Magner
On Dimension in Graph Convolutional Networks for Distinguishing Random Graph Models. ISIT (2021)
Abram Magner, Carolyn S. Kaminski, Petko Bogdanov
Temporal Scale Estimation for Oversampled Network Cascades: Theory, Algorithms, and Experiment. CoRR (2021)
Abram Magner, Wojciech Szpankowski
Toward universal testing of dynamic network models. ALT (2020)
Abram Magner, Mayank Baranwal, Alfred O. Hero III
The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version. CoRR (2020)
Krzysztof Turowski, Abram Magner, Wojciech Szpankowski
Compression of Dynamic Graphs Generated by a Duplication Model. Algorithmica 82 (9) (2020)
Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred O. Hero III
A deep learning architecture for metabolic pathway prediction. Bioinform. 36 (8) (2020)
Abram Magner, Mayank Baranwal, Alfred O. Hero III
The Power of Graph Convolutional Networks to Distinguish Random Graph Models. ISIT (2020)
Abram Magner, Wojciech Szpankowski
Goodness of Fit Testing for Dynamic Networks. CoRR (2019)
Michael Drmota, Abram Magner, Wojciech Szpankowski
Asymmetric Rényi Problem. Comb. Probab. Comput. 28 (4) (2019)
Tomasz Luczak, Abram Magner, Wojciech Szpankowski
Compression of Preferential Attachment Graphs. ISIT (2019)
Tomasz Luczak, Abram Magner, Wojciech Szpankowski
Asymmetry and structural information in preferential attachment graphs. Random Struct. Algorithms 55 (3) (2019)
Abram Magner, Mayank Baranwal, Alfred O. Hero III
The Power of Graph Convolutional Networks to Distinguish Random Graph Models. CoRR (2019)
Zbigniew Golebiewski, Abram Magner, Wojciech Szpankowski
Entropy and Optimal Compression of Some General Plane Trees. ACM Trans. Algorithms 15 (1) (2019)
Abram Magner, Krzysztof Turowski, Wojciech Szpankowski
Lossless Compression of Binary Trees With Correlated Vertex Names. IEEE Trans. Inf. Theory 64 (9) (2018)
Abram Magner, Arun Padakandla
Network Archaeology via Epidemic Processes: The Case of Growing Trees. Allerton (2018)
Krzysztof Turowski, Abram Magner, Wojciech Szpankowski
Compression of Dynamic Graphs Generated by a Duplication Model. Allerton (2018)
Abram Magner, Wojciech Szpankowski
Profiles of PATRICIA Tries. Algorithmica 80 (1) (2018)
Abram Magner, Daisuke Kihara, Wojciech Szpankowski
A Study of the Boltzmann Sequence-Structure Channel. Proc. IEEE 105 (2) (2017)
Yuliy Baryshnikov, Abram Magner
Large Deviations for Increasing Subsequences of Permutations and a Concurrency Application. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Yuliy Baryshnikov, Abram Magner
Large Deviations for Increasing Subsequences of Permutations and a Concurrency Application. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Jacek Cichon, Abram Magner, Wojciech Szpankowski, Krzysztof Turowski
On Symmetries of Non-Plane Trees in a Non-Uniform Model. ANALCO (2017)
Abram Magner, Ananth Grama, Jithin K. Sreedharan, Wojciech Szpankowski
Recovery of vertex orderings in dynamic graphs. ISIT (2017)
Zbigniew Golebiewski, Abram Magner, Wojciech Szpankowski
Entropy of some general plane trees. ISIT (2017)
Abram Magner, Daisuke Kihara, Wojciech Szpankowski
The Boltzmann sequence-structure channel. ISIT (2016)
Abram Magner, Jaroslaw Duda, Wojciech Szpankowski, Ananth Grama
Fundamental Bounds for Sequence Reconstruction From Nanopore Sequencers. IEEE Trans. Mol. Biol. Multi Scale Commun. 2 (1) (2016)
Abram Magner, Krzysztof Turowski, Wojciech Szpankowski
Lossless compression of binary trees with correlated vertex names. ISIT (2016)
Abram Magner, Shahin Mohammadi, Ananth Grama
Combining Density and Overlap (CoDO): A New Method for Assessing the Significance of Overlap Among Subgraphs. CoRR (2016)
Michael Drmota, Abram Magner, Wojciech Szpankowski
Asymmetric Rényi Problem and PATRICIA Tries. CoRR (2016)
Philippe Jacquet, Abram Magner
Variance of Size in Regular Graph Tries. ANALCO (2015)
Abram Magner, Daisuke Kihara, Wojciech Szpankowski
Phase transitions in a sequence-structure channel. ITA (2015)
Abram Magner, Charles Knessl, Wojciech Szpankowski
Expected External Profile of PATRICIA Tries. ANALCO (2014)
Abram Magner, Svante Janson, Giorgios Kollias, Wojciech Szpankowski
On Symmetry of Uniform and Preferential Attachment Graphs. Electron. J. Comb. 21 (3) (2014)