Md Mizanur Rahman’s Post

XAI for DNA!! Want to read about the amazing work Lauren Elborough did in her honours? Now you can! Check out the preprint here that covers her work with Shapley values for time-series-like data (as applied to DNA)!

The Institute for Machine Learning is organizing a symposium in honor of Joachim Buhmann, which will take place on 12 September 2024. Joachim Buhmann retired this summer from his position as head of the institute, which he has led since its foundation in 2014. The symposium will include several keynote speeches and scientific talks. You can find more information about the event here: https://lnkd.in/dXYTvYMM #computerscience #machinelearning

The dualization problem for positive (or monotone) boolean functions has polynomial time complexity. Preprint of the full paper submitted to Quantum Machine Intelligence https://lnkd.in/daWxXVht

Meet WARIO, a novel approach to characterize ensembles of (highly-)flexible proteins. WARIO incorporates the probabilistic nature of #IDPs by capturing the ensemble information within a weighted family of contact maps. This method leverages a refined contact definition based on inter-residue geometry and sequence context. Subsequently, clustering these contact-based descriptors unveils representative structural features of the entire ensemble. Notably, WARIO effectively identifies even transiently populated structures. We demonstrate WARIO's superiority over existing methods in capturing crucial structural features of highly flexible proteins through several use-cases. Very grateful to Pau Bernado, Pierre Neuvial and Juan Cortés for this amazing work! https://lnkd.in/eujBvruj

Hello LinkedIn community, I am thrilled to announce the publication of my latest research paper in the Journal of Technology, titled "Dynamic Image Generation from Text Prompts." This paper explores innovative techniques and advancements in the field of AI and image generation, and I'm incredibly proud of the work and effort that went into it. For those interested in diving deeper into the research, you can read the full paper here -

Current arxiv papers:

Want to hear about the sharpest tool in the shed? This year, like the past years, during the Danish Science Festival, I will be available for the "Book a Scientist" event which allows groups to book a scientist, free of charge, to give a public lecture within their area of expertise. You can book me by the link below: https://lnkd.in/dJyag_5K #scienceforthepeople, #publiclecture, #nanotechnology

I am very happy that our paper "An inexact column-and-constraint generation method to solve two-stage robust optimization problems" continues to attract attention as one of the most downloaded papers of ORL. Kudos to my exceptional PhD student, Man Yiu Tsang, who led this work, and to my fantastic colleague, Prof. Frank E. Curtis, for his invaluable contribution. Man Yiu Tsang will soon be in the academic job market. https://lnkd.in/eSsE-ZEm #RobustOptimization #DistributionallyRobustOptimization #Algorithms #Operationsresearch #Optimzation

Is your research team practicing open science? Check out ASAP's open science guides to see where how your group or organization stacks up and get tips for your making your science even more open! 👏 Aligning Science Across Parkinson’s | ASAP #OpenScienceWeek

Preprint of a new article: Machine Learning for Leprosy Suspicion Questionnaire: A Low-Cost Tool for High Quality Leprosy New Case Screening Under review by Scientific reports - Nature https://lnkd.in/e6m89qxH