Search for tag: "machine learning"

61 Media

01:07:36 Zhangyang Wang - Learning Augmented Optimization:… Zhangyang Wang - Learning Augmented Optimization: Faster, Better and Guaranteed	Zhangyang Wang - Learning Augmented Optimization: Faster, Better and Guaranteed Learning and optimization are closely related: state-of-the-art learning problems hinge on the sophisticated design of optimizers. On the other hand, the optimization cannot be considered as… ml@gt seminar series machine learning georgia tech recorded by gtlibrary fall 2019 From Kathryn Gentilello on December 4th, 2019 4 plays 0 name Zhangyang Wang Date November 20th, 2019
01:01:10 David Bamman - The Data-Driven Analysis of… David Bamman - The Data-Driven Analysis of Literature	David Bamman - The Data-Driven Analysis of Literature Literary novels push the limits of natural language processing. While much work in NLP has been heavily optimized toward the narrow domains of news and Wikipedia, literary novels are an entirely… ml@gt seminar series machine learning georgia tech recorded by gtlibrary fall 2019 From Kathryn Gentilello on November 22nd, 2019 4 plays 0 name David Bamman Date November 15th, 2019
57:00 Rachel Cummings, Swati Gupta, Judy Hoffman, Devan… Rachel Cummings, Swati Gupta, Judy Hoffman, Devan Desai - A Discussion on Fairness in Machine Learning with Georgia Tech Faculty	Rachel Cummings, Swati Gupta, Judy Hoffman, Devan Desai - A Discussion on Fairness in Machine Learning with Georgia Tech Faculty Fairness in machine learning and artificial intelligence is a hot, and important topic in tech today. Join Georgia Tech faculty members Judy Hoffman, Rachel Cummings, Deven Desai, and Swati Gupta for… ml@gt seminar series machine learning georgia tech recorded by gtlibrary fall 2019 From Kathryn Gentilello on November 14th, 2019 30 plays 0 name Rachel Cummings, Swati Gupta, Judy Hoffman, Devan Desai Date November 6th, 2019
42:39 Muhammed Ahmed - NLP Approaches to Campaign… Muhammed Ahmed - NLP Approaches to Campaign Classification	Muhammed Ahmed - NLP Approaches to Campaign Classification Mailchimp is the world's largest marketing automation platform. Over a billion emails are sent by it every day, which raises the question: what exactly are users sending? We'll do a deep… machine learning ml@gt seminar series georgia tech recorded by gtlibrary fall 2019 From Kathryn Gentilello on October 30th, 2019 8 plays 0 name Muhammed Ahmed Date October 17th, 2019
01:06:03 Jennifer Neville - Towards Relational AI: The… Jennifer Neville - Towards Relational AI: The Good, the Bad, and the Ugly of Learning over Networks	Jennifer Neville - Towards Relational AI: The Good, the Bad, and the Ugly of Learning over Networks machine learning in science and engineering conference georgia tech institute for data engineering and science recorded by gtlibrary spring 2019 From Kathryn Gentilello on June 19th, 2019 36 plays 0 name Jennifer Neville Date June 10th, 2019
43:48 Eliu Antonio Huerta Escudero - Convergence of… Eliu Antonio Huerta Escudero - Convergence of Deep Learning and High Performance Computing: A Paradigm Shift for Multi-Messenger Astrophysics	Eliu Antonio Huerta Escudero - Convergence of Deep Learning and High Performance Computing: A Paradigm Shift for Multi-Messenger Astrophysics machine learning in science and engineering conference institute for data engineering and science georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello on June 19th, 2019 12 plays 0 name Eliu Antonio Huerta Escudero Date June 11th, 2019
55:50 Daniel Neill - Machine Learning and Event… Daniel Neill - Machine Learning and Event Detection for Population Health	Daniel Neill - Machine Learning and Event Detection for Population Health machine learning in science and engineering conference institute for data engineering and science georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello on June 19th, 2019 9 plays 0 name Daniel Neill Date June 12th, 2019
01:01:49 John McDonald - The Potential of Machine Learning… John McDonald - The Potential of Machine Learning for Improved Diagnostics and Treatment	John McDonald - The Potential of Machine Learning for Improved Diagnostics and Treatment machine learning in science and engineering conference institute for data engineering and science georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello on June 19th, 2019 5 plays 0 name John McDonald Date June 12th, 2019
45:23 Ross Thomson - Tools and Methods for Machine… Ross Thomson - Tools and Methods for Machine Learning	Ross Thomson - Tools and Methods for Machine Learning machine learning in science and engineering conference institute for data engineering and science georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello on June 19th, 2019 9 plays 0 name Ross Thomson Date June 12th, 2019
51:54 Ashwin Swaminathan - Perception at Magic Leap Ashwin Swaminathan - Perception at Magic Leap	Ashwin Swaminathan - Perception at Magic Leap This talk presents the importance of Computer Vision and Deep learning techniques in making Magic Leap an effective spatial computing platform. The four fundamental modalities are introduced: head… machine learning ml@gt seminar series georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello on May 1st, 2019 29 plays 0 name Ashwin Swaminathan Date April 19th, 2019
57:51 Sanjeev Srivastava - AI Driven Design Approach Sanjeev Srivastava - AI Driven Design Approach	Sanjeev Srivastava - AI Driven Design Approach Design Space Exploration (DSE) is an activity that is performed to systematically analyze several design points and then select the design(s) based on parameters of interest and design requirements.… ml@gt seminar series machine learning georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello on April 15th, 2019 4 plays 0 name Sanjeev Srivastava Date April 3rd, 2019
54:04 Oliver Brdicka - Contextual AI - The Next… Oliver Brdicka - Contextual AI - The Next Frontier Towards Human-Centric Artificial Intelligence	Oliver Brdicka - Contextual AI - The Next Frontier Towards Human-Centric Artificial Intelligence This talk motivates a more human-centric wave of AI, dubbed Contextual AI. Contextual AI does not refer to a specific algorithm or machine learning method - instead, it takes a human-centric view… ml@gt seminar series machine learning georgia tech recorded by gtlibrary spring 2019 From Kathryn Gentilello on March 7th, 2019 9 plays 0 name Oliver Brdicka Date February 28th, 2019
52:15 Jan Ernst - Automated Perception in the Real… Jan Ernst - Automated Perception in the Real World: The Problem of Scarce Data	Jan Ernst - Automated Perception in the Real World: The Problem of Scarce Data Machine perception is a key step toward artificial intelligence in domains such as self-driving cars, industrial automation, and robotics. Much progress has been made in the past decade, driven by… ml@gt seminar series georgia tech machine learning recorded by gtlibrary fall 2018 From Kathryn Gentilello on December 5th, 2018 6 plays 0 name Jan Ernst Date November 30th, 2018
58:52 Mohit Bansal - Multimodal, Personable, and… Mohit Bansal - Multimodal, Personable, and Knowledgeable Language Generation	Mohit Bansal - Multimodal, Personable, and Knowledgeable Language Generation In this talk, I will discuss my group's recent work on state-of-the-art natural language generation (NLG) and dialogue models that are multimodal, personality-based, and knowledge-rich. First,… ml@gt seminar series georgia tech machine learning recorded by gtlibrary fall 2018 From Kathryn Gentilello on November 26th, 2018 11 plays 0 name Mohit Bansal Date November 19th, 2018
59:52 Benjamin Recht - The Statistical Foundations of… Benjamin Recht - The Statistical Foundations of Learning to Control	Benjamin Recht - The Statistical Foundations of Learning to Control Given the dramatic successes in machine learning and reinforcement learning over the past half decade, there has been a surge of interest in applying these techniques to continuous control problems… ml@gt seminar series machine learning georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello on November 26th, 2018 50 plays 0 name Benjamin Recht Date November 14th, 2018
01:00:05 Graham Poliner - Practical Applications of Signal… Graham Poliner - Practical Applications of Signal Processing and Machine Learning in a Dynamic Retail Environment	Graham Poliner - Practical Applications of Signal Processing and Machine Learning in a Dynamic Retail Environment The retail industry is the midst of rapid change due to intensifying competition from fragmented and non-traditional sources, expansion of assortment breadth and product availability, and more… ml@gt machine learning georgia tech recorded by gtlibrary fall 2018 From Kathryn Gentilello on November 16th, 2018 58 plays 0 name Graham Poliner Date October 31st, 2018