Search Results - "Sharma, Aneesh"
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The impossibility of low-rank representations for triangle-rich complex networks
Published in Proceedings of the National Academy of Sciences - PNAS (17-03-2020)“…The study of complex networks is a significant development in modern science, and has enriched the social sciences, biology, physics, and computer science…”
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Journal Article -
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Infecting human hematopoietic stem and progenitor cells with SARS-CoV-2
Published in STAR protocols (17-12-2021)“…Determining how hematopoietic stem and progenitor cells (HSPCs) can be infected by viruses is necessary to understand and predict how the immune system will…”
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Clinical study of Agnikarma and Panchatikta Guggulu in the management of Sandhivata (osteoartheritis of knee joint)
Published in Ayu (01-01-2016)“…is a disease described under and resembles osteoarthritis (OA) in respect to etiology, pathology, and clinical features. Knee joints are more prone to be…”
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Characterization of the Human Mesenchymal Stromal Compartment in Normal Homeostasis and Acute Myeloid Leukemia at the Level of the Single Cell
Published in Blood (15-11-2022)Get full text
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Loss of TET2 in human hematopoietic stem cells alters the development and function of neutrophils
Published in Cell stem cell (01-06-2023)“…Somatic mutations commonly occur in hematopoietic stem cells (HSCs). Some mutant clones outgrow through clonal hematopoiesis (CH) and produce mutated immune…”
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Impact of TET2 Mutations on Haematopoietic Stem Cell Resilience to Immune-Related Stress
Published in European medical journal. Hematology (25-07-2024)Get full text
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Variants in PCSK7, PNPLA3 and TM6SF2 are risk factors for the development of cirrhosis in hereditary haemochromatosis
Published in Alimentary pharmacology & therapeutics (01-04-2021)“…Summary Background Cirrhosis develops in <10% of individuals homozygous for the C282Y variant in the homeostatic iron regulator (HFE) gene. Carriage of…”
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AS087 - Variants in PCSK7, PNPLA3 and TM6SF2 are risk factors for the development of cirrhosis in people with hereditary haemochromatosis
Published in Journal of hepatology (01-08-2020)Get full text
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Variants in PCSK7, PNPLA3 and TM6SF2 are risk factors for the development of cirrhosis in people with hereditary haemochromatosis
Published in Journal of hepatology (01-08-2020)Get full text
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Robust sampling-based trajectory tracking for autonomous vehicles
Published in 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (01-10-2014)“…In real world motion planning tasks, autonomous vehicles can easily deviate away from their planned trajectories due to external disturbances, uncertain…”
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Conference Proceeding -
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Scalable Multitask Learning Using Gradient-based Estimation of Task Affinity
Published 20-11-2024“…Multitask learning is a widely used paradigm for training models on diverse tasks, with applications ranging from graph neural networks to language model…”
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Journal Article -
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Steganographic access control in data hiding using run‐length encoding and modulo‐operations
Published in Security and communication networks (25-01-2016)“…The vast potential of information and communication technologies such as computer‐based communication networks and telecommunication systems is indeed blooming…”
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Journal Article -
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Boosting Multitask Learning on Graphs through Higher-Order Task Affinities
Published 14-03-2024“…Predicting node labels on a given graph is a widely studied problem with many applications, including community detection and molecular graph prediction. This…”
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Journal Article -
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Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion
Published 09-02-2023“…Graph neural networks are widely used tools for graph prediction tasks. Motivated by their empirical performance, prior works have developed generalization…”
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Algorithmic Problems in Social and Geometric Influence
Published 01-01-2010“…Online social and information networks promise to yield insights into social relationships and also open possibilities for new market paradigms. Moving forward…”
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Dissertation -
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Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community Labeling
Published 20-01-2022“…Graph representation learning (also called graph embeddings) is a popular technique for incorporating network structure into machine learning models…”
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Journal Article -
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LSF-Join: Locality Sensitive Filtering for Distributed All-Pairs Set Similarity Under Skew
Published 05-03-2020“…All-pairs set similarity is a widely used data mining task, even for large and high-dimensional datasets. Traditionally, similarity search has focused on…”
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Journal Article -
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The Who-To-Follow System at Twitter: Strategy, Algorithms, and Revenue Impact
Published in Interfaces (Providence) (01-01-2015)“…The who-to-follow system at Twitter is an algorithmic data product that recommends accounts for Twitter users to follow. Building the system involved…”
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Journal Article -
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Centralized data recording for a distributed surgical skills trainer to facilitate automated proficiency evaluation
Published in Studies in health technology and informatics (2007)“…Virtual reality simulators have the capability to automatically record user performance data in an unbiased, cost effective manner that is also less error…”
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Journal Article -
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The impossibility of low rank representations for triangle-rich complex networks
Published 27-03-2020“…PNAS, March 2020 The study of complex networks is a significant development in modern science, and has enriched the social sciences, biology, physics, and…”
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Journal Article