21.03.18 35:36 Building Literate Machines with Dr. Adam Trischler
Episode 16 | March 21, 2018 Dr.
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19.03.18 2:54 Microsoft Soundscape: A Map Delivered in 3D Sound [Audio Description]
“Soundscape fills in a lot of the mental map as you move, making it effortless and seamless to know what’s around you,” highlights Erin Lauridsen of Lighthouse for the Blind in San Francisco.
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19.03.18 31:23 State-of-the-Art in Speech Technologies
The Academic Research Summit, co-organized by Microsoft Research and the Association for Computing Machinery, is a forum to foster meaningful discussion among the Indian computer science research
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19.03.18 19:17 Microsoft Research India Overview
The Academic Research Summit, co-organized by Microsoft Research and the Association for Computing Machinery, is a forum to foster meaningful discussion among the Indian computer science research
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19.03.18 33:02 State of Unsupervised Learning
The Academic Research Summit, co-organized by Microsoft Research and the Association for Computing Machinery, is a forum to foster meaningful discussion among the Indian computer science research
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19.03.18 32:07 Deep Learning: A Review
The Academic Research Summit, co-organized by Microsoft Research and the Association for Computing Machinery, is a forum to foster meaningful discussion among the Indian computer science research
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16.03.18 38:04 Tight Learning Bounds for Multi-Class Classification
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels.
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15.03.18 1:04:22 Protecting Sensitive User Data in Web Services
Web services like Google, Facebook, and Dropbox are now an essential part of people’s lives.
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15.03.18 1:04:22 On Characterizing the Capacity of Neural Networks using Algebraic Topology
The learnability of different neural architectures can be characterized directly by computable measures of data complexity.
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15.03.18 1:06:05 Augmenting Visualization Tools with Automated Design & Recommendation
Visualization is a critical tool for data science. Analysts use plots to explore and understand distributions and relationships in their data.
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14.03.18 27:17 Fireside Chat with Yoshua Bengio
Interview between Susan Dumais and Yoshua Bengio. See more at microsoft.com/en-us/research/videos/ai-distinguished-lecture-series
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14.03.18 52:18 Dense Associative Memories and Deep Learning
Dense Associative Memories are generalizations of Hopfield nets to higher order (higher than quadratic) interactions between the spins/neurons.
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13.03.18 59:30 Quadratic Assignment on Different Data Models
Quadratic assignment is a very general problem in theoretical computer science.
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13.03.18 1:04:19 Design and Evaluation of Effective, Interactive, and Interpretable Machine Learning
Machine learning is ubiquitous in domains such as criminal justice, credit, lending, and medicine.
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13.03.18 55:15 Avoiding the Pitfalls of Active Learning with Robust Predictors for Covariate Shift
Pool-based active learning promises to significantly reduce the labeling burden of black-box supervised machine learning methods but often doesn't deliver in practice.
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13.03.18 1:13:04 The Future of Voice
Perception doesn’t necessarily match reality when it comes to today’s voice user interfaces.
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13.03.18 57:20 A Unifying Theory of First-Order Methods and Applications
First-order methods in optimization have become the workhorse tool in modern data-driven applications.
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13.03.18 1:00:24 Bridging the Gap Between Theory and Practice in Machine Learning
Machine learning has become one of the most exciting research areas in the world, with various applications. However, there exists a noticeable gap between theory and practice.
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13.03.18 27:58 Dreaming Contextual Memory
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels.
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12.03.18 32:24 Extreme Classification in Healthcare
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels.
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12.03.18 28:54 Deep Learning Approach for Extreme Multi-label Text Classification
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels.
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12.03.18 39:23 A Parallel Primal-Dual Sparse Method for Extreme Classification
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels.
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12.03.18 11:13 EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels.
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12.03.18 22:42 Extreme Multi-label Learning via Nearest Neighbor Graph Partitioning and Embedding
Extreme classification is a rapidly growing research area focusing on multi-class and multi-label problems involving an extremely large number of labels.
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12.03.18 1:48 Microsoft Hands-Free Music
Our mission is to restore critical expressive & creative channels for people severely affected by disabling conditions, such as ALS, spinal cord injury, and related conditions with potential to
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12.03.18 1:18:50 Deep Attention Mechanism for Multimodal Intelligence: Perception, Reasoning, & Expression
We have long envisioned that machines one day can perform human-like perception, reasoning, and expression across multiple modalities including vision and language, which will augment and transform
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09.03.18 47:32 The Four Big Bets (Illustrated via a Journey in Program Synthesis)
Sumit Gulwani will talk about the four bets that he made in the second half of his research career, which yielded greater personal satisfaction.
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09.03.18 1:12:42 Fast Algorithms via Convex Relaxation
In Theoretical CS many of the fastest algorithms are obtained by considering the Linear Programming (LP) relaxation of the problem.
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08.03.18 2:51 CLAW: A Multifunctional Handheld Haptic Controller for Grasping, Touching, and Triggering in VR
CLAW extends the concept of a VR controller to a multifunctional haptic tool, using a single motor. At first glance, it looks very similar to your standard VR controller.
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08.03.18 3:01 Haptic Revolver: Touch, Shear, Texture, & Shape Rendering on a Reconfigurable VR Controller
The Haptic Revolver, also known as the Haptic Wheel, uses an actuated wheel that moves up and down to render touch contact with a virtual surface and spins to render shear forces and motion as the
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