People


Abram Magner

Institution: 
■ Nokia Bell Labs
Groups: 
Former intern

Articles

⇣
Lie Group Symmetry Discovery and Enforcement Using Vector Fields,
Ben Shaw, Sasidhar Kunapuli, Abram Magner, Kevin Moon,
CoRR 2025
⇣
Sparse Coding Representation of 2-way Data,
Boya Ma, Abram Magner, Maxwell Mcneil, Petko Bogdanov,
CoRR 2025
⇣
Empirical Risk Minimization and Uniform Convergence for Probabilistically Observed and Quantum Measurement Hypothesis Classes,
Abram Magner, Arun Padakandla,
ISIT 2024
⇣
Low Rank Multi-Dictionary Selection at Scale,
Boya Ma, Maxwell Mcneil, Abram Magner, Petko Bogdanov,
KDD 2024
⇣
Symmetry Discovery Beyond Affine Transformations,
Ben Shaw, Abram Magner, Kevin Moon,
NeurIPS 2024
⇣
PAC Learning of Quantum Measurement Classes : Sample Complexity Bounds and Universal Consistency,
Arun Padakandla, Abram Magner,
AISTATS 2022
⇣
Local Limit Theorems for Approximate Maximum Likelihood Estimation of Network Information Spreading Models,
Abram Magner, Amith Kumar Singh,
ISIT 2022
⇣
Temporal Scale Estimation for Oversampled Network Cascades: Theory, Algorithms, and Experiment,
Abram Magner, Carolyn Kaminski, Petko Bogdanov,
CoRR 2021
⇣
Toward universal testing of dynamic network models,
Abram Magner, Wojciech Szpankowski,
ALT 2020
⇣
The Power of Graph Convolutional Networks to Distinguish Random Graph Models,
Abram Magner, Mayank Baranwal, Alfred Hero Iii,
ISIT 2020
⇣
The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version,
Abram Magner, Mayank Baranwal, Alfred Hero Iii,
CoRR 2020
⇣
Compression of Preferential Attachment Graphs,
Tomasz Luczak, Abram Magner, Wojciech Szpankowski,
ISIT 2019
⇣
Goodness of Fit Testing for Dynamic Networks,
Abram Magner, Wojciech Szpankowski,
CoRR 2019
⇣
Network Archaeology via Epidemic Processes: The Case of Growing Trees,
Abram Magner, Arun Padakandla,
Allerton 2018
⇣
TIMES: Temporal Information Maximally Extracted from Structures,
Abram Magner, Jithin Sreedharan, Ananth Grama, Wojciech Szpankowski,
WWW 2018
⇣
On Symmetries of Non-Plane Trees in a Non-Uniform Model,
Jacek Cichon, Abram Magner, Wojciech Szpankowski, Krzysztof Turowski,
ANALCO 2017
⇣
Entropy of some general plane trees,
Zbigniew Golebiewski, Abram Magner, Wojciech Szpankowski,
ISIT 2017
⇣
Recovery of vertex orderings in dynamic graphs,
Abram Magner, Ananth Grama, Jithin Sreedharan, Wojciech Szpankowski,
ISIT 2017
⇣
The Boltzmann sequence-structure channel,
Abram Magner, Daisuke Kihara, Wojciech Szpankowski,
ISIT 2016
⇣
Asymmetric Rényi Problem and PATRICIA Tries,
Michael Drmota, Abram Magner, Wojciech Szpankowski,
CoRR 2016
⇣
Combining Density and Overlap (CoDO): A New Method for Assessing the Significance of Overlap Among Subgraphs,
Abram Magner, Shahin Mohammadi, Ananth Grama,
CoRR 2016
⇣
Variance of Size in Regular Graph Tries,
Philippe Jacquet ■, Abram Magner,
ANALCO 2015
⇣
Phase transitions in a sequence-structure channel,
Abram Magner, Daisuke Kihara, Wojciech Szpankowski,
ITA 2015
⇣
Expected External Profile of PATRICIA Tries,
Abram Magner ■, Charles Knessl, Wojciech Szpankowski,
ANALCO 2014

Journal articles

⇣
A deep learning architecture for metabolic pathway prediction,
Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred Hero Iii,
Bioinform. 2024
⇣
Fat shattering, joint measurability, and PAC learnability of POVM hypothesis classes,
Abram Magner, Arun Padakandla,
Quantum Inf. Process. 2024
⇣
Promise and Limitations of Supervised Optimal Transport-Based Graph Summarization via Information Theoretic Measures,
Sepideh Neshatfar, Abram Magner, Salimeh Yasaei Sekeh,
IEEE Access 2023
⇣
Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions,
Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine Sumeyra Turali Emre, Paolo Elvati, Shivani Kozarekar, Scott Vanepps, Nicholas Kotov, Angela Violi, Alfred Hero Iii,
BMC Bioinform. 2022
⇣
Fundamental Limits of Deep Graph Convolutional Networks for Graph Classification,
Abram Magner, Mayank Baranwal, Alfred Hero Iii,
IEEE Trans. Inf. Theory 2022
⇣
Fast and Accurate Spreading Process Temporal Scale Estimation,
Abram Magner, Carolyn Kaminski, Petko Bogdanov,
Trans. Mach. Learn. Res. 2022
⇣
Compression of Dynamic Graphs Generated by a Duplication Model,
Krzysztof Turowski, Abram Magner, Wojciech Szpankowski,
Algorithmica 2020
⇣
Asymmetric Rényi Problem,
Michael Drmota, Abram Magner, Wojciech Szpankowski,
Comb. Probab. Comput. 2019
⇣
Asymmetry and structural information in preferential attachment graphs,
Tomasz Luczak, Abram Magner, Wojciech Szpankowski,
Random Struct. Algorithms 2019
⇣
Entropy and Optimal Compression of Some General Plane Trees,
Zbigniew Golebiewski, Abram Magner, Wojciech Szpankowski,
ACM Trans. Algorithms 2019
⇣
Profiles of PATRICIA Tries,
Abram Magner, Wojciech Szpankowski,
Algorithmica 2018
⇣
Lossless Compression of Binary Trees With Correlated Vertex Names,
Abram Magner, Krzysztof Turowski, Wojciech Szpankowski,
IEEE Trans. Inf. Theory 2018
⇣
A Study of the Boltzmann Sequence-Structure Channel,
Abram Magner, Daisuke Kihara, Wojciech Szpankowski,
Proc. IEEE 2017
⇣
Large Deviations for Increasing Subsequences of Permutations and a Concurrency Application,
Yuliy Baryshnikov, Abram Magner,
SIGMETRICS Perform. Evaluation Rev. 2017
⇣
Fundamental Bounds for Sequence Reconstruction From Nanopore Sequencers,
Abram Magner, Jaroslaw Duda, Wojciech Szpankowski, Ananth Grama,
IEEE Trans. Mol. Biol. Multi Scale Commun. 2016
⇣
On Symmetry of Uniform and Preferential Attachment Graphs,
Abram Magner ■, Svante Janson, Giorgios Kollias, Wojciech Szpankowski,
Electron. J. Comb. 2014
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