Resources

Deep Karaoke - Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network 2015/05/12 - 9:50pm Academic Paper Extracting Vocals, Musical Mixtures, Neural Networks, Deep Convolutional Neural Networks
Deep Visual-Semantic Alignments for Generating Image Descriptions 2015/05/12 - 9:47pm Academic Paper Video Data, Deep Visual-Semantic Alignments, Image Descriptions, Convolutional Neural Networks, Deep Convolutional Neural Networks
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping 2015/05/12 - 9:43pm Academic Paper Video Data, Deep Fragment Embeddings, Bidirectional Image Sentence Mapping, Neural Representations, Images, Natural Language, Deep Neural Networks
Learning Temporal Embeddings for Complex Video Analysis 2015/05/12 - 9:35pm Academic Paper Video Data, Temporal Embeddings, Complex Video Analysis, Video Frames
Visual Noise from Natural Scene Statistics Reveals Human Scene Category Representations 2015/05/12 - 9:30pm Academic Paper Scene Understanding, Typicality, Prototype, Reverse Correlation, Visual Noise, Natural Scene Statistics, Human Scene Category Representations, Representations Envisioned Via Evolutionary Algorithm
VideoSET - Video Summary Evaluation through Text 2015/05/12 - 9:26pm Academic Paper VideoSET, Video Data, Video Summary Evaluation, Text, Semantics
Visual Perception with Deep Learning 2015/04/27 - 2:19pm Video Visual Perception, Deep Learning
Demystifying Unsupervised Feature Learning 2015/04/27 - 2:17pm Video Unsupervised Feature Learning, Unsupervised Learning
Introduction to Deep Learning with Python 2015/04/27 - 2:15pm Video Deep Learning, Python
Brains, Data, Machine Intelligence & Cortical Learning 2015/04/27 - 2:12pm Video Machine Intelligence, Cortical Learning, Deep Learning
Is Deep Learning the Final Frontier and the End of Signal Processing? 2015/04/27 - 2:10pm Video Deep Learning, Signal Processing?
Deep Learning at Flickr 2015/04/27 - 2:07pm Video Deep Learning, Flickr
Unsupervised Learning Overview 2015/04/26 - 2:12pm Academic Paper Unsupervised Learning
Analysis of Convolutional Neural Networks for Speech Recognition 2015/04/26 - 2:06pm Academic Paper Convolutional Neural Networks, Speech Recognition, Neural Networks
US - SEC - Concept Release on Equity Market Structure 2015/04/26 - 2:04pm White Paper Finance, Market Structure, Public Policy, Law, Regulation, SEC, Equity Market Structure
Interactions Among High-frequency Traders - Bank of England 2015 2015/04/26 - 2:03pm White Paper High-frequency Trading, Bank of England, 2015, Finance
Analysis of Real Time Stream Processing Systems Considering Latency 2015/04/26 - 2:01pm White Paper Benchmarks, Real Time Stream Processing Systems, Latency, Real-Time, Stream Processing
AAPOR Big Data Report 2015 2015/04/21 - 7:13pm White Paper AAPOR, Big Data, 2015
Big Other - Surveillance Capitalism and the Prospects of an Information Civilization 2015/04/21 - 7:12pm White Paper Public Policy, Law, Regulation, Surveillance Capitalism, Information Civilization, Surveillance
Mind the Marketing Gap: Sizing Up Marketer and Consumer Perceptions 2015/04/21 - 7:09pm White Paper Marketing, Predictive Analytics, Consumer
Data Storage Trends & Architectures by Hal Woods 2015/04/15 - 12:44pm Slides Data Storage Trends & Architectures, Hal Woods, HGST
Massively Multitask Networks for Drug Discovery 2015/04/14 - 9:41pm Academic Paper Machine Learning, Drug Discovery, Massively Multitask Networks
Deep Learning as an Opportunity in Virtual Screening 2015/04/14 - 9:38pm Academic Paper Deep Learning, Virtual Screening, Drug Discovery, Pharma
Multi-task Neural Networks for QSAR Predictions 2015/04/14 - 9:36pm Academic Paper Multi-task Neural Networks, QSAR Predictions, Neural Networks
The Meaning of Failed Replications - A Review and Proposal 2015/04/14 - 9:34pm Academic Paper Scientific Method, Replication, Failed Replications
Deep Learning: Intelligence from Big Data 2015/04/10 - 5:08pm Video Deep Learning
Yahoo talks about Spark vs. Storm 2015/04/10 - 5:06pm Video Yahoo, Spark, Storm
Applying the Lambda Architecture with Spark 2015/04/10 - 5:03pm Video Lambda Architecture, Spark
Lambda Architecture with Apache Spark 2015/04/10 - 5:00pm Slides Lambda Architecture, Spark
Machine Learning Cheat Sheet 2015 2015/04/06 - 8:45pm White Paper Machine Learning, 2015
Rotation-Invariant Convolutional Neural Networks For Galaxy Morphology Prediction 2015/04/06 - 8:34pm Academic Paper Image Processing, Rotation-Invariant, Convolutional Neural Networks, Galaxy Morphology Prediction, Neural Networks
A Probabilistic Theory of Deep Learning 2015/04/03 - 8:35pm Academic Paper Deep Learning, Probability Theory
Entanglement-Based Machine Learning on a Quantum Computer 2015/04/03 - 8:33pm Academic Paper Entanglement-Based, Machine Learning, Quantum Computer, Quantum Computing
Peter Norvig: How Computers Learn 2015/03/27 - 6:39pm Video Peter Norvig, Computers, Machine Learning
Storm vs. Spark Streaming - Slides 2015/03/24 - 11:59pm Slides Storm, Spark, Streaming
Apache Storm Architecture - Slides 2015/03/24 - 11:50pm Slides Storm, Architecture
Big Data Processing using Apache Spark and Clojure - Slides 2015/03/24 - 11:46pm Slides Spark, Clojure
PageRank Approach to Ranking National Football Teams 2015/03/24 - 11:13pm Academic Paper PageRank, Ranking National Football Teams, Soccer, Sports
Discretized Streams - Fault-Tolerant Streaming Computation at Scale 2015/03/23 - 8:43pm Academic Paper Discretized Streams, Fault-Tolerant Streaming, Fault-Tolerant Stream Processing
Consistent Binary Classification with Generalized Performance Metrics 2015/03/23 - 8:40pm Academic Paper Binary Classification, Generalized Performance Metrics
Differential Privacy and Machine Learning - Survey and Review 2015/03/23 - 8:39pm Academic Paper Differential Privacy, Machine Learning
Thresholding Classifiers to Maximize F1 Score 2015/03/23 - 8:38pm Academic Paper Thresholding Classifiers, F1 Score, Classification
Evaluating Trading Strategies 2015/03/23 - 8:36pm Academic Paper Trading Strategies, Finance, Economics
Rise of Insight-Driven Business 2015/03/23 - 8:32pm White Paper Business, Business Analytics
Making Sense of Performance in Data Analytics Frameworks 2015/03/18 - 10:58am Academic Paper Performance, Data Analytics Frameworks, CPU, I/O, Systems Architecture
What Deep Learning Means for Artificial Intelligence by Jonathan Mugan - Slides 2015/03/18 - 10:52am Slides Deep Learning, Artificial Intelligence, Jonathan Mugan
Spark After Dark by Chris Fregly - Slides 2015/03/18 - 10:49am Slides Spark, Chris Fregly
Tachyon - Reliable, Memory Speed Storage for Cluster Computing Frameworks 2015/03/16 - 11:40pm Academic Paper Tachyon, Memory Speed Storage, Cluster Computing
Faster and More Accurate Sequence Alignment with SNAP 2015/03/16 - 11:39pm Academic Paper Sequence Alignment, SNAP
Investment Banking - Linkages to the Real Economy and the Financial System - Bank of England 2015 Analysis 2015/03/16 - 11:37pm Academic Paper Investment Banking, Financial System, Bank of England, Finance, Economics

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