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Ted Willke

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The Brain’s Guide to Dealing with Context in Language UnderstandingMLconf SF 20192019-11-08
Argues that language regions form a hierarchy of timescales and shows that modern models mirror this: compares LSTMs, temporal convolutional network (TCN) and…
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Ted Willke, Sr. Principal Engineer, IntelMLconf SF 20172017-11-10
Uses low-flying snotbot drones and shore photos to do two practical ML systems on Alaska 2017 expeditions: a fluke-ID pipeline that extracts trailing-edge…
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Can Cognitive Neuroscience Provide a Theory of Deep Learning...MLconf 2016 Seattle2016-05-20
Claims that biological brains limit multitasking because shared, reused representations cause interference lead to concrete measurements: convert tasks to an…
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Ted Willke, Senior Principal Engineer, Intel LabsMLconf NYC 20152015-03-27
Claims real-time fMRI decoding can distinguish covert attention to faces versus scenes with around 95% accuracy by running MVPA and SVM on voxel time series…
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Ted Willke, Senior Principal Engineer & GM, Datacenter Group, IntelMLconf SF 20142014-11-14
Demo compares 1,300 molecules visually but notes the n^2 problem for millions of compounds, argues for treating graphs as a data-structure primitive by reusing…
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