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03/22/2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Artificial intelligence (AI) researchers have been developing and refini...
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02/19/2021
Meeting Effectiveness and Inclusiveness in Remote Collaboration
A primary goal of remote collaboration tools is to provide effective and...
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11/23/2020
Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
Large software systems tune hundreds of 'constants' to optimize their ru...
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07/14/2020
Programming by Rewards
We formalize and study “programming by rewards” (PBR), a new approach fo...
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06/23/2020
Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
Web-scale applications can ship code on a daily to weekly cadence. These...
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05/16/2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
The INTERSPEECH 2020 Deep Noise Suppression (DNS) Challenge is intended ...
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04/22/2020
Qd-tree: Learning Data Layouts for Big Data Analytics
Corporations today collect data at an unprecedented and accelerating sca...
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03/09/2020
Lightweight Inter-transaction Caching with Precise Clocks and Dynamic Self-invalidation
Distributed, transactional storage systems scale by sharding data across...
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01/23/2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Speech Quality and Testing Framework
The INTERSPEECH 2020 Deep Noise Suppression Challenge is intended to pro...
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12/04/2019
Reinforcement learning for bandwidth estimation and congestion control in real-time communications
Bandwidth estimation and congestion control for real-time communications...
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12/02/2019
Multi-version Indexing in Flash-based Key-Value Stores
Maintaining multiple versions of data is popular in key-value stores sin...
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09/17/2019
A scalable noisy speech dataset and online subjective test framework
Background noise is a major source of quality impairments in Voice over ...
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07/03/2019
Supervised Classifiers for Audio Impairments with Noisy Labels
Voice-over-Internet-Protocol (VoIP) calls are prone to various speech im...
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05/21/2019
ALEX: An Updatable Adaptive Learned Index
Recent work on "learned indexes" has revolutionized the way we look at t...
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05/15/2019
An Empirical Analysis of Deep Learning for Cardinality Estimation
We implement and evaluate deep learning for cardinality estimation by st...
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03/16/2019
Non-intrusive speech quality assessment using neural networks
Estimating the perceived quality of an audio signal is critical for many...
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03/22/2018
Learning State Representations for Query Optimization with Deep Reinforcement Learning
Deep reinforcement learning is quickly changing the field of artificial ...
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03/12/2018
Bias in OLAP Queries: Detection, Explanation, and Removal
On line analytical processing (OLAP) is an essential element of decision...
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03/12/2018
HypDB: Detect, Explain And Resolve Bias in OLAP
On line analytical processing (OLAP) is an essential element of decision...
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02/26/2018
Cuttlefish: A Lightweight Primitive for Adaptive Query Processing
Modern data processing applications execute increasingly sophisticated a...
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07/17/2014