@thomasmarkovich

ml scientist, cyclist, and one time rocket builder

 Cambridge, MA
thomasmarkovich.com/
Joined February 2010
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QDC: Quantum Diffusion Convolution Kernels on Graphs. arxiv.org/abs/2307.11234
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Causally-guided Regularization of Graph Attention Improves Generalizability Alexander P Wu, Thomas Markovich, Bonnie Berger, Nils Yannick Hammerla, Rohit Singh. Action editor: Pin-Yu Chen. openreview.net/forum?id=iDNM… #attention #attentions #node
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1/4 Today we released two new link prediction models developed over the past 12m. We solve many problems that prevent GNNs succeeding at link prediction by adding a message passing mechanism that uses sketches of subgraphs. arxiv.org/abs/2209.15486

Graph Neural Networks for Link Prediction with Subgraph Sketching

Many Graph Neural Networks (GNNs) perform poorly compared to simple heuristics on Link Prediction (LP) tasks. This is due to limitations in expressive power such as the inability to count...

arxiv.org
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We’re excited to announce our $11M Series A with @UnderscoreVC @Accomplices @BostonSeed @ImaginationVC @p11 and our amazing partner @Vanguard_Group! prnewswire.com/news-releases…

Forge.AI Raises $11M to Decode the World's Unstructured Data

/PRNewswire/ -- Forge.AI, an artificial intelligence company that transforms the world's unstructured information into structured machine ready data, today...

prnewswire.com
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Knowledge Graphs for Enhanced Machine Reasoning at Forge.AI by @thomasmarkovich medium.com/@Forge_AI/knowled… #NLU #NLP #AI #ML #Reasoning
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Forge's @thomasmarkovich will be discussing "How are startups using machine learning?" at @codehbs @HarvardHBS on 3/3 with @IBMResearch @googlecloud @amazon #AI #ML #NLP
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2 UH students win highly prestigious Goldwater Scholar Award--Nicholas Eastham (Chemistry) and Thomas Markovich (Pysics)...congrats!
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