Podcasts
[46] Yulia Tsvetkov - Linguistic Knowledge in Data-Driven NLP
Published: Aug. 12, 2023, 4:40 a.m.Duration: 59 minutes 53 seconds
Listed in: Science
[45] Luke Zettlemoyer - Learning to Map Sentences to Logical Form
Published: July 25, 2023, 4:56 a.m.Duration: 59 minutes 35 seconds
Listed in: Science
[44] Hady Elsahar - NLG from Structured Knowledge Bases (& Controlling LMs)
Published: Aug. 23, 2022, 1:38 a.m.Duration: 1 hour 5 minutes 56 seconds
Listed in: Science
[43] Swarat Chaudhuri - Logics and Algorithms for Software Model Checking
Published: June 28, 2022, 3:25 a.m.Duration: 1 hour 6 minutes 18 seconds
Listed in: Science
[42] Charles Sutton - Efficient Training Methods for Conditional Random Fields
Published: April 19, 2022, 3:58 a.m.Duration: 1 hour 18 minutes 1 second
Listed in: Science
[41] Talia Ringer - Proof Repair
Published: March 30, 2022, 2:44 a.m.Duration: 1 hour 19 minutes 2 seconds
Listed in: Science
[40] Lisa Lee - Learning Embodied Agents with Scalably-Supervised RL
Published: March 9, 2022, 3:07 a.m.Duration: 46 minutes 59 seconds
Listed in: Science
[39] Burr Settles - Curious Machines: Active Learning with Structured Instances
Published: Feb. 2, 2022, 3:37 a.m.Duration: 1 hour 6 minutes 33 seconds
Listed in: Science
[38] Andrew Lampinen - A Computational Framework for Learning and Transforming Task Representations
Published: Jan. 8, 2022, 5:16 a.m.Duration: 1 hour 4 minutes 47 seconds
Listed in: Science
[37] Joonkoo Park - Neural Substrates of Visual Word and Number Processing
Published: Dec. 21, 2021, 4:32 a.m.Duration: 1 hour 9 minutes 28 seconds
Listed in: Science
[36] Dieuwke Hupkes - Hierarchy and Interpretability in Neural Models of Language Processing
Published: Nov. 30, 2021, 4:16 a.m.Duration: 1 hour 2 minutes 26 seconds
Listed in: Science
[35] Armando Solar-Lezama - Program Synthesis by Sketching
Published: Nov. 6, 2021, 10:46 p.m.Duration: 1 hour 15 minutes 56 seconds
Listed in: Science
[34] Sasha Rush - Lagrangian Relaxation for Natural Language Decoding
Published: Oct. 20, 2021, 4:27 a.m.Duration: 1 hour 8 minutes 12 seconds
Listed in: Science
[33] Michael R. Douglas - G/H Conformal Field Theory
Published: Oct. 1, 2021, 3:41 a.m.Duration: 1 hour 12 minutes 58 seconds
Listed in: Science
[32] Andre Martins - The Geometry of Constrained Structured Prediction
Published: Sept. 16, 2021, 4:44 a.m.Duration: 1 hour 26 minutes 39 seconds
Listed in: Science
[31] Jay McClelland - Preliminary Letter Identification in the Perception of Words and Nonwords
Published: Aug. 29, 2021, 4:13 a.m.Duration: 1 hour 33 minutes 51 seconds
Listed in: Science
[30] Dustin Tran - Probabilistic Programming for Deep Learning
Published: Aug. 14, 2021, 2:56 a.m.Duration: 1 hour 2 minutes 50 seconds
Listed in: Science
[29] Tengyu Ma - Non-convex Optimization for Machine Learning
Published: Aug. 1, 2021, 12:30 a.m.Duration: 1 hour 17 minutes 22 seconds
Listed in: Science
[28] Karen Ullrich - A Coding Perspective on Deep Latent Variable Models
Published: July 16, 2021, 3:16 a.m.Duration: 1 hour 6 minutes 20 seconds
Listed in: Science
[27] Danqi Chen - Neural Reading Comprehension and Beyond
Published: July 2, 2021, 2:55 p.m.Duration: 55 minutes 43 seconds
Listed in: Science
[26] Kevin Ellis - Algorithms for Learning to Induce Programs
Published: May 29, 2021, 2:54 a.m.Duration: 1 hour 17 minutes 49 seconds
Listed in: Science
[25] Tomas Mikolov - Statistical Language Models Based on Neural Networks
Published: May 14, 2021, 3:35 a.m.Duration: 1 hour 19 minutes 17 seconds
Listed in: Science
[24] Martin Arjovsky - Out of Distribution Generalization in Machine Learning
Published: April 30, 2021, 3:08 a.m.Duration: 1 hour 2 minutes 48 seconds
Listed in: Science
[23] Simon Du - Gradient Descent for Non-convex Problems in Modern Machine Learning
Published: April 16, 2021, 3:23 a.m.Duration: 1 hour 6 minutes 30 seconds
Listed in: Science
[22] Graham Neubig - Unsupervised Learning of Lexical Information
Published: April 2, 2021, 2:36 a.m.Duration: 1 hour 2 minutes 30 seconds
Listed in: Science
[21] Michela Paganini - Machine Learning Solutions for High Energy Physics
Published: March 19, 2021, 3:05 a.m.Duration: 1 hour 7 minutes 43 seconds
Listed in: Science
[20] Josef Urban - Deductive and Inductive Reasoning in Large Libraries of Formalized Mathematics
Published: March 5, 2021, 3:40 a.m.Duration: 1 hour 25 minutes 18 seconds
Listed in: Science
[19] Dumitru Erhan - Understanding Deep Architectures and the Effect of Unsupervised Pretraining
Published: Feb. 19, 2021, 3:47 a.m.Duration: 1 hour 20 minutes 3 seconds
Listed in: Science
[18] Eero Simoncelli - Distributed Representation and Analysis of Visual Motion
Published: Feb. 5, 2021, 5:06 a.m.Duration: 1 hour 25 minutes 37 seconds
Listed in: Science
[17] Paul Middlebrooks - Neuronal Correlates of Meta-Cognition in Primate Frontal Cortex
Published: Jan. 22, 2021, 1:34 a.m.Duration: 1 hour 36 minutes 10 seconds
Listed in: Science
[16] Aaron Courville - A Latent Cause Theory of Classical Conditioning
Published: Jan. 8, 2021, 12:24 a.m.Duration: 1 hour 19 minutes 21 seconds
Listed in: Science
[15] Christian Szegedy - Some Applications of the Weighted Combinatorial Laplacian
Published: Dec. 22, 2020, 10:21 a.m.Duration: 1 hour 6 minutes 52 seconds
Listed in: Science
[14] Been Kim - Interactive and Interpretable Machine Learning Models
Published: Dec. 10, 2020, 10:36 p.m.Duration: 1 hour 4 minutes 22 seconds
Listed in: Science
[13] Adji Bousso Dieng - Deep Probabilistic Graphical Modeling
Published: Nov. 26, 2020, 1:39 a.m.Duration: 1 hour 7 minutes 50 seconds
Listed in: Science
[12] Martha White - Regularized Factor Models
Published: Nov. 12, 2020, 11:15 p.m.Duration: 1 hour 8 minutes 35 seconds
Listed in: Science
[11] Jacob Andreas - Learning from Language
Published: Oct. 29, 2020, 11:43 p.m.Duration: 1 hour 19 minutes 43 seconds
Listed in: Science
[10] Chelsea Finn - Learning to Learn with Gradients
Published: Oct. 15, 2020, 10:41 p.m.Duration: 51 minutes 44 seconds
Listed in: Science
[09] Kenneth Stanley - Efficient Evolution of Neural Networks through Complexification
Published: Oct. 1, 2020, 11:23 p.m.Duration: 1 hour 21 minutes 26 seconds
Listed in: Science
[08] He He - Sequential Decisions and Predictions in NLP
Published: Sept. 25, 2020, 12:12 a.m.Duration: 1 hour 39 seconds
Listed in: Science
[07] John Schulman - Optimizing Expectations: From Deep RL to Stochastic Computation Graphs
Published: Sept. 11, 2020, 12:46 a.m.Duration: 1 hour 4 minutes 28 seconds
Listed in: Science
[06] Yoon Kim - Deep Latent Variable Models of Natural Language
Published: Aug. 28, 2020, 2:55 a.m.Duration: 1 hour 5 minutes 50 seconds
Listed in: Science
[05] Julian Togelius - Computational Intelligence and Games
Published: Aug. 14, 2020, 2:04 a.m.Duration: 1 hour 12 minutes 6 seconds
Listed in: Science
[04] Sebastian Nowozin - Learning with Structured Data: Applications to Computer Vision
Published: July 31, 2020, 4:24 a.m.Duration: 1 hour 44 minutes 32 seconds
Listed in: Science
[03] Sebastian Ruder - Neural Transfer Learning for Natural Language Processing
Published: July 17, 2020, 3:02 a.m.Duration: 1 hour 24 minutes 32 seconds
Listed in: Science
[02] Colin Raffel - Learning-Based Methods for Comparing Sequences
Published: July 3, 2020, 12:29 a.m.Duration: 1 hour 15 minutes 54 seconds
Listed in: Science
[01] Gus Xia - Expressive Collaborative Music Performance via Machine Learning
Published: June 18, 2020, 11:33 p.m.Duration: 57 minutes 59 seconds
Listed in: Science
[00] The Thesis Review Podcast - Introduction
Published: June 13, 2020, 10:41 p.m.Duration: 1 minute 46 seconds
Listed in: Science