Boian S. Alexandrov - researchr alias

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Viewing Publication 1 - 52 from 52

2025

2024

Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMsAfia Anjum, Maksim Ekin Eren, Ismael Boureima, Boian S. Alexandrov, Manish Bhattarai. icmla 2024: 583-590 [doi]

Binary Bleed: Fast Distributed and Parallel Method for Automatic Model SelectionRyan Barron, Maksim Ekin Eren, Manish Bhattarai, Ismael Boureima, Cynthia Matuszek, Boian S. Alexandrov. hpec 2024: 1-8 [doi]

Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix FactorizationRyan Barron, Maksim Ekin Eren, Manish Bhattarai, Selma Wanna, Nick Solovyev 0001, Kim Ø. Rasmussen, Boian S. Alexandrov, Charles Nicholas, Cynthia Matuszek. isdfs 2024: 1-6 [doi]

Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor FactorizationRyan Barron, Ves Grantcharov, Selma Wanna, Maksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev 0001, George Tompkins, Charles Nicholas, Kim Ø. Rasmussen, Cynthia Matuszek, Boian S. Alexandrov. icmla 2024: 1669-1676 [doi]

Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented GenerationManish Bhattarai, Javier E. Santos, Shawn Jones, Ayan Biswas, Boian S. Alexandrov, Daniel O'Malley. hpec 2024: 1-8 [doi]

Correction to: Distributed out-of-memory NMF on CPU/GPU architecturesIsmael Boureima, Manish Bhattarai, Maksim Eren, Erik Skau, Philip Romero, Stephan J. Eidenbenz, Boian S. Alexandrov. tjs, 80(4):5731-5732, March 2024. [doi]

Distributed out-of-memory NMF on CPU/GPU architecturesIsmael Boureima, Manish Bhattarai, Maksim Ekin Eren, Erik Skau, Philip Romero, Stephan J. Eidenbenz, Boian S. Alexandrov. tjs, 80(3):3970-3999, February 2024. [doi]

Generating Hidden Markov Models from Process Models Through Nonnegative Tensor FactorizationErik Skau, Andrew Hollis, Stephan J. Eidenbenz, Kim Ø. Rasmussen, Boian S. Alexandrov. tomacs, 34(4), October 2024. [doi]

Tensor networks for solving the time-independent Boltzmann neutron transport equationDuc P. Truong, Mario I. Ortega, Ismael Boureima, Gianmarco Manzini, Kim Ø. Rasmussen, Boian S. Alexandrov. jcphy, 507:112943, 2024. [doi]

TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMsSelma Wanna, Nicholas Solovyev 0001, Ryan Barron, Maksim Ekin Eren, Manish Bhattarai, Kim Ø. Rasmussen, Boian S. Alexandrov. DOCENG 2024: [doi]

2023

Interactive Distillation of Large Single-Topic Corpora of Scientific PapersNicholas Solovyev 0001, Ryan Barron, Manish Bhattarai, Maksim Ekin Eren, Kim Ø. Rasmussen, Boian S. Alexandrov. icmla 2023: 1000-1005 [doi]

Robust Adversarial Defense by Tensor FactorizationManish Bhattarai, Mehmet Cagri Kaymak, Ryan Barron, Ben Nebgen, Kim Ø. Rasmussen, Boian S. Alexandrov. icmla 2023: 308-315 [doi]

Distributed non-negative RESCAL with automatic model selection for exascale dataManish Bhattarai, Namita Kharat, Ismael Boureima, Erik Skau, Benjamin T. Nebgen, Hristo N. Djidjev, Sanjay V. Rajopadhye, James P. Smith, Boian S. Alexandrov. jpdc, 179:104709, September 2023. [doi]

MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel MalwareMaksim Ekin Eren, Manish Bhattarai, Kim Ø. Rasmussen, Boian S. Alexandrov, Charles Nicholas. isi 2023: 1-3 [doi]

General-purpose Unsupervised Cyber Anomaly Detection via Non-negative Tensor FactorizationMaksim Ekin Eren, Juston S. Moore, Erik Skau, Elisabeth Moore, Manish Bhattarai, Gopinath Chennupati, Boian S. Alexandrov. dtrap, 4(1), 2023. [doi]

Semi-Supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model SelectionMaksim Ekin Eren, Manish Bhattarai, Robert J. Joyce, Edward Raff, Charles Nicholas, Boian S. Alexandrov. tissec, 26(4), November 2023. [doi]

Examining DNA breathing with pyDNA-EPBDAnowarul Kabir, Manish Bhattarai, Kim Ø. Rasmussen, Amarda Shehu, Anny Usheva, Alan R. Bishop, Boian S. Alexandrov. bioinformatics, 39(10), October 2023. [doi]

The Tensor-Train Mimetic Finite Difference Method for Three-Dimensional Maxwell's Wave Propagation EquationsGianmarco Manzini, Boian S. Alexandrov, Duc Phan Minh Truong, Radoslav G. Vuchkov. lssc 2024: 215-222 [doi]

The tensor-train mimetic finite difference method for three-dimensional Maxwell's wave propagation equationsGianmarco Manzini, Duc Phan Minh Truong, Radoslav G. Vuchkov, Boian S. Alexandrov. mcs, 210:615-639, 2023. [doi]

Electrical Grid Anomaly Detection via Tensor DecompositionAlexander Most, Maksim Ekin Eren, Boian S. Alexandrov, Nigel Lawrence. milcom 2023: 162-169 [doi]

2022

Improved Protein Decoy Selection via Non-Negative Matrix FactorizationNasrin Akhter, Kazi Lutful Kabir, Gopinath Chennupati, Raviteja Vangara, Boian S. Alexandrov, Hristo N. Djidjev, Amarda Shehu. tcbb, 19(3):1670-1682, 2022. [doi]

Nonnegative canonical tensor decomposition with linear constraints: nnCANDELINCBoian S. Alexandrov, Derek F. DeSantis, Gianmarco Manzini, Erik W. Skau. nla, 29(6), 2022. [doi]

Distributed Out-of-Memory SVD on CPU/GPU ArchitecturesIsmael Boureima, Manish Bhattarai, Maksim Ekin Eren, Nick Solovyev, Hristo N. Djidjev, Boian S. Alexandrov. hpec 2022: 1-8 [doi]

Factorization of Binary Matrices: Rank Relations, Uniqueness and Model Selection of Boolean DecompositionDerek DeSantis, Erik Skau, Duc P. Truong, Boian S. Alexandrov. tkdd, 16(6), 2022. [doi]

SeNMFk-SPLIT: large corpora topic modeling by semantic non-negative matrix factorization with automatic model selectionMaksim Ekin Eren, Nick Solovyev, Manish Bhattarai, Kim Ø. Rasmussen, Charles Nicholas, Boian S. Alexandrov. DOCENG 2022: [doi]

One-Shot Federated Group Collaborative FilteringMaksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev 0001, Luke E. Richards, Roberto Yus, Charles Nicholas, Boian S. Alexandrov. icmla 2022: 647-652 [doi]

2021

COVID-19 multidimensional kaggle literature organizationMaksim E. Eren, Nick Solovyev, Chris Hamer, Renee McDonald, Boian S. Alexandrov, Charles Nicholas. DOCENG 2021: [doi]

Single Model Quality Estimation of Protein Structures via Non-negative Tensor FactorizationKazi Lutful Kabir, Manish Bhattarai, Boian S. Alexandrov, Amarda Shehu. iccabs 2022: 3-15 [doi]

Boolean Hierarchical Tucker Networks on Quantum AnnealersElijah Pelofske, Georg Hahn, Daniel O'Malley, Hristo N. Djidjev, Boian S. Alexandrov. lssc 2022: 351-358 [doi]

Selection of Optimal Salient Time Steps by Non-negative Tucker Tensor DecompositionJesus Pulido, John Patchett, Manish Bhattarai, Boian S. Alexandrov, James P. Ahrens. vissym 2021: 55-59 [doi]

Automatic Model Determination for Quaternion NMFGiancarlo Sanchez, Erik Skau, Boian S. Alexandrov. access, 9:152243-152249, 2021. [doi]

Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix FactorizationValentin G. Stanev, Erik Skau, Ichiro Takeuchi, Boian S. Alexandrov. lssc 2022: 359-366 [doi]

Boolean Matrix Factorization via Nonnegative Auxiliary OptimizationDuc P. Truong, Erik Skau, Derek DeSantis, Boian S. Alexandrov. access, 9:117169-117177, 2021. [doi]

Finding the Number of Latent Topics With Semantic Non-Negative Matrix FactorizationRaviteja Vangara, Manish Bhattarai, Erik Skau, Gopinath Chennupati, Hristo N. Djidjev, Thomas Tierney, James P. Smith, Valentin G. Stanev, Boian S. Alexandrov. access, 9:117217-117231, 2021. [doi]

2020

Distributed Non-Negative Tensor Train DecompositionManish Bhattarai, Gopinath Chennupati, Erik Skau, Raviteja Vangara, Hristo Djidjev, Boian S. Alexandrov. hpec 2020: 1-10 [doi]

An Out of Memory tSVD for Big-Data FactorizationHector Carrillo-Cabada, Erik Skau, Gopinath Chennupati, Boian S. Alexandrov, Hristo Djidjev. access, 8:107749-107759, 2020. [doi]

Distributed non-negative matrix factorization with determination of the number of latent featuresGopinath Chennupati, Raviteja Vangara, Erik Skau, Hristo Djidjev, Boian S. Alexandrov. tjs, 76(9):7458-7488, 2020. [doi]

Coarse-grain cluster analysis of tensors with application to climate biome identificationDerek DeSantis, Phillip J. Wolfram, Katrina Bennett, Boian S. Alexandrov. mlst, 1(4):45020, 2020. [doi]

Decoy Selection in Protein Structure Determination via Symmetric Non-negative Matrix FactorizationKazi Lutful Kabir, Gopinath Chennupati, Raviteja Vangara, Hristo Djidjev, Boian S. Alexandrov, Amarda Shehu. bibm 2020: 23-28 [doi]

Tucker-1 Boolean Tensor Factorization with Quantum AnnealersDaniel O'Malley, Hristo N. Djidjev, Boian S. Alexandrov. icrc 2020: 58-65 [doi]

Determination of latent dimensionality in international trade flowDuc P. Truong, Erik Skau, Vladimir I. Valtchinov, Boian S. Alexandrov. mlst, 1(4):45017, 2020. [doi]

Semantic Nonnegative Matrix Factorization with Automatic Model Determination for Topic ModelingRaviteja Vangara, Erik Skau, Gopinath Chennupati, Hristo Djidjev, Thomas Tierney, James P. Smith, Manish Bhattarai, Valentin G. Stanev, Boian S. Alexandrov. icmla 2020: 328-335 [doi]

2019

2016

The role of structural parameters in DNA cyclizationLudmil B. Alexandrov, Alan R. Bishop, Kim Ø. Rasmussen, Boian S. Alexandrov. bmcbi, 17:68, 2016. [doi]

2013

Binding of Nucleoid-Associated Protein Fis to DNA Is Regulated by DNA Breathing DynamicsKristy Nowak-Lovato, Ludmil B. Alexandrov, Afsheen Banisadr, Amy L. Bauer, Alan R. Bishop, Anny Usheva, Fangping Mu, Elizabeth Hong-Geller, Kim Ø. Rasmussen, William S. Hlavacek, Boian S. Alexandrov. ploscb, 9(1), 2013. [doi]

2009

Toward a Detailed Description of the Thermally Induced Dynamics of the Core PromoterBoian S. Alexandrov, Vladimir Gelev, Sang Wook Yoo, Alan R. Bishop, Kim Ø. Rasmussen, Anny Usheva. ploscb, 5(3), 2009. [doi]

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