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Oral
Wed Jun 12 08:00 AM -- 08:20 AM (KST) @ Grand Ballroom
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm
In Large Scale Learning and Systems
Sepideh Mahabadi · Piotr Indyk · Shayan Oveis Gharan · Alireza Rezaei
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:20 AM -- 08:25 AM (KST) @ Grand Ballroom
Sublinear Time Nearest Neighbor Search over Generalized Weighted Space
In Large Scale Learning and Systems
Yifan Lei · Qiang Huang · Mohan Kankanhalli · Anthony Tung
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:25 AM -- 08:30 AM (KST) @ Grand Ballroom
Compressing Gradient Optimizers via Count-Sketches
In Large Scale Learning and Systems
Ryan Spring · Anastasios Kyrillidis · Vijai Mohan · Anshumali Shrivastava
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:30 AM -- 08:35 AM (KST) @ Grand Ballroom
Scalable Fair Clustering
In Large Scale Learning and Systems
Arturs Backurs · Piotr Indyk · Krzysztof Onak · Baruch Schieber · Ali Vakilian · Tal Wagner
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:35 AM -- 08:40 AM (KST) @ Grand Ballroom
Conditional Gradient Methods via Stochastic Path-Integrated Differential Estimator
In Large Scale Learning and Systems
Alp Yurtsever · Suvrit Sra · Volkan Cevher
[ Slides]  [ Video] 
Oral
Wed Jun 12 08:40 AM -- 09:00 AM (KST) @ Grand Ballroom
Fault Tolerance in Iterative-Convergent Machine Learning
In Large Scale Learning and Systems
Aurick Qiao · Bryon Aragam · Bingjing Zhang · Eric Xing
[ Video] 
Oral
Wed Jun 12 09:00 AM -- 09:05 AM (KST) @ Grand Ballroom
Static Automatic Batching In TensorFlow
In Large Scale Learning and Systems
Ashish Agarwal
[ Slides]  [ Video] 
Oral
Wed Jun 12 09:05 AM -- 09:10 AM (KST) @ Grand Ballroom
Improving Neural Network Quantization without Retraining using Outlier Channel Splitting
In Large Scale Learning and Systems
Ritchie Zhao · Yuwei Hu · Jordan Dotzel · Christopher De Sa · Zhiru Zhang
[ Slides]  [ Video] 
Oral
Wed Jun 12 09:10 AM -- 09:15 AM (KST) @ Grand Ballroom
Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications
In Large Scale Learning and Systems
Albert Gural · Boris Murmann
[ Slides]  [ Video] 
Oral
Wed Jun 12 09:15 AM -- 09:20 AM (KST) @ Grand Ballroom
DL2: Training and Querying Neural Networks with Logic
In Large Scale Learning and Systems
Marc Fischer · Mislav Balunovic · Dana Drachsler-Cohen · Timon Gehr · Ce Zhang · Martin Vechev
[ Slides]  [ Video]