Search Results - "Bent, Oliver"

A Framework for Inferring Epidemiological Model Parameters using Bayesian Nonparametrics by Bent, Oliver E, Wachira, Charles, Remy, Sekou L, Ogallo, William, Walcott-Bryant, Aisha

“…The use of epidemiological models for decision-making has been prominent during the COVID-19 pandemic. Our work presents the application of nonparametric…”
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Modeling user behavior data in systems of engagement by Bent, Oliver, Dey, Prasenjit, Weldemariam, Komminist, Mohania, Mukesh K.

“…The proliferation of mobile devices has changed the way digital information is consumed and its efficacy measured. These personal devices know a lot about user…”
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WNTRAC: AI Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19 by Suryanarayanan, Parthasarathy, Tsou, Ching-Huei, Poddar, Ananya, Mahajan, Diwakar, Dandala, Bharath, Madan, Piyush, Agrawal, Anshul, Wachira, Charles, Samuel, Osebe Mogaka, Bar-Shira, Osnat, Kipchirchir, Clifton, Okwako, Sharon, Ogallo, William, Otieno, Fred, Nyota, Timothy, Matu, Fiona, Barros, Vesna Resende, Shats, Daniel, Kagan, Oren, Remy, Sekou, Bent, Oliver, Guhan, Pooja, Mahatma, Shilpa, Walcott-Bryant, Aisha, Pathak, Divya, Rosen-Zvi, Michal

“…The Coronavirus disease 2019 (COVID-19) global pandemic has transformed almost every facet of human society throughout the world. Against an emerging, highly…”
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Machine Learning Applied to Prediction, Control and Planning from Dynamic Epidemiological Models by Bent, Oliver Edvard Taurén

“…We are ever aware of the global impact of infectious disease transmission in shaping the reality of the world around us. For much of human existence…”
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AI-assisted tracking of worldwide non-pharmaceutical interventions for COVID-19 by Suryanarayanan, Parthasarathy, Tsou, Ching-Huei, Poddar, Ananya, Mahajan, Diwakar, Dandala, Bharath, Madan, Piyush, Agrawal, Anshul, Wachira, Charles, Samuel, Osebe Mogaka, Bar-Shira, Osnat, Kipchirchir, Clifton, Okwako, Sharon, Ogallo, William, Otieno, Fred, Nyota, Timothy, Matu, Fiona, Barros, Vesna Resende, Shats, Daniel, Kagan, Oren, Remy, Sekou, Bent, Oliver, Guhan, Pooja, Mahatma, Shilpa, Walcott-Bryant, Aisha, Pathak, Divya, Rosen-Zvi, Michal

“…The Coronavirus disease 2019 (COVID-19) global pandemic has transformed almost every facet of human society throughout the world. Against an emerging, highly…”
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Predicting protein stability changes under multiple amino acid substitutions using equivariant graph neural networks by Boyer, Sebastien, Money-Kyrle, Sam, Bent, Oliver

“…The accurate prediction of changes in protein stability under multiple amino acid substitutions is essential for realising true in-silico protein re-design. To…”
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Learning to Act: Novel Integration of Algorithms and Models for Epidemic Preparedness by Remy, Sekou L, Bent, Oliver E

“…In this work we present a framework which may transform research and praxis in epidemic planning. Introduced in the context of the ongoing COVID-19 pandemic,…”
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Model-based reinforcement learning for protein backbone design by Renard, Frederic, Courtot, Cyprien, Reichlin, Alfredo, Bent, Oliver

“…Designing protein nanomaterials of predefined shape and characteristics has the potential to dramatically impact the medical industry. Machine learning (ML)…”
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Generative Model for Small Molecules with Latent Space RL Fine-Tuning to Protein Targets by Sob, Ulrich A. Mbou, Li, Qiulin, Arbesú, Miguel, Bent, Oliver, Smit, Andries P, Pretorius, Arnu

“…A specific challenge with deep learning approaches for molecule generation is generating both syntactically valid and chemically plausible molecular string…”
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Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL by Fiorellini-Bernardis, Arturo, Boyer, Sebastien, Brunken, Christoph, Diallo, Bakary, Beguir, Karim, Lopez-Carranza, Nicolas, Bent, Oliver

“…Protein-protein interactions (PPIs) play a crucial role in numerous biological processes. Developing methods that predict binding affinity changes under…”
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Metalic: Meta-Learning In-Context with Protein Language Models by Beck, Jacob, Surana, Shikha, McAuliffe, Manus, Bent, Oliver, Barrett, Thomas D, Luis, Juan Jose Garau, Duckworth, Paul

“…Predicting the biophysical and functional properties of proteins is essential for in silico protein design. Machine learning has emerged as a promising…”
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BON: An extended public domain dataset for human activity recognition by Tadesse, Girmaw Abebe, Bent, Oliver, Weldemariam, Komminist, Istiak, Md. Abrar, Hasan, Taufiq, Cavallaro, Andrea

“…Body-worn first-person vision (FPV) camera enables to extract a rich source of information on the environment from the subject's viewpoint. However, the…”
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Reshaping the use of digital tools to fight malaria by Remy, Sekou L, Bent, Oliver, Bore, Nelson

“…In this extended abstract we present our approach to marshal digital tools in the fight against malaria. We describe our scalable infrastructure which…”
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A Platform for Disease Intervention Planning by Wachira, Charles M., Remy, Sekou L., Bent, Oliver, Bore, Nelson, Osebe, Samuel, Weldemariam, Komminist, Walcott-Bryant, Aisha

“…The research and development of new tools and strategies for disease intervention planning requires resources, data, and computation spread across multiple…”
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Novel Exploration Techniques (NETs) for Malaria Policy Interventions by Bent, Oliver, Remy, Sekou L, Roberts, Stephen, Walcott-Bryant, Aisha

“…The task of decision-making under uncertainty is daunting, especially for problems which have significant complexity. Healthcare policy makers across the globe…”
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Privacy-Aware Human Activity Recognition From a Wearable Camera: Highlights From the IEEE Video And Image Processing Cup 2019 Student Competition [SP Competitions] by Tadesse, Girmaw Abebe, Bent, Oliver, Marcenaro, Lucio, Weldemariam, Komminist, Cavallaro, Andrea

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Promoting Distributed Trust in Machine Learning and Computational Simulation by Bore, Nelson Kibichii, Raman, Ravi Kiran, Markus, Isaac M., Remy, Sekou L., Bent, Oliver, Hind, Michael, Pissadaki, Eleftheria K., Srivastava, Biplav, Vaculin, Roman, Varshney, Kush R., Weldemariam, Komminist

“…Policy decisions are increasingly dependent on the outcomes of simulations and/or machine learning models. The ability to share and interact with these…”
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Capturing Learner's Activity Events from a Mobile Learning System Using Adaptive Event Framework by Mutahi, Juliet, Bent, Oliver, Kinai, Andrew, Weldemariam, Komminist, Sengupta, Bikram

“…Several mobile-enabled solutions for education transformation have been deployed in Africa. Drawbacks of these systems include, a predominant focus on…”
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Promoting Distributed Trust in Machine Learning and Computational Simulation via a Blockchain Network by Bore, Nelson Kibichii, Raman, Ravi Kiran, Markus, Isaac M, Remy, Sekou L, Bent, Oliver, Hind, Michael, Pissadaki, Eleftheria K, Srivastava, Biplav, Vaculin, Roman, Varshney, Kush R, Weldemariam, Komminist

“…Policy decisions are increasingly dependent on the outcomes of simulations and/or machine learning models. The ability to share and interact with these…”
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Harsh brakes at potholes in Nairobi: Context-based driver behavior in developing cities by Walcott-Bryant, Aisha, Tatsubori, Michiaki, Bryant, Reginald E., Oduor, Erick, Omondi, Samuel, Osebe, Samuel, Wamburu, John, Bent, Oliver

“…Driving in developing cities presents numerous challenges. Traffic congestion and traffic accidents are the most visible challenges which are caused by…”
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