Claudio Silva | DeepAI

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Kyunghyun Cho
218 publications
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∙ 10/14/2022

Market Interventions in a Large-Scale Virtual Economy

Massively multiplayer online role-playing games often contain sophistica...

0 Senan Hogan-Hennessy, et al. ∙

∙ 09/20/2022

ESTA: An Esports Trajectory and Action Dataset

Sports, due to their global reach and impact-rich prediction tasks, are ...

4 Peter Xenopoulos, et al. ∙

∙ 07/28/2022

Graph Neural Networks to Predict Sports Outcomes

Predicting outcomes in sports is important for teams, leagues, bettors, ...

11 Peter Xenopoulos, et al. ∙

∙ 07/27/2022

Calibrate: Interactive Analysis of Probabilistic Model Output

Analyzing classification model performance is a crucial task for machine...

1 Peter Xenopoulos, et al. ∙

∙ 03/20/2022

A Study on Robustness to Perturbations for Representations of Environmental Sound

Audio applications involving environmental sound analysis increasingly u...

4 Sangeeta Srivastava, et al. ∙

∙ 01/06/2022

CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials

While designing sustainable and resilient urban built environment is inc...

14 Maryam Hosseini, et al. ∙

∙ 01/06/2022

Topological Representations of Local Explanations

Local explainability methods – those which seek to generate an explanati...

7 Peter Xenopoulos, et al. ∙

∙ 12/12/2021

A Visual Analytics System for Profiling Urban Land Use Evolution

The growth of cities calls for regulations on how urban space is used an...

0 Claudio Santos, et al. ∙

∙ 12/11/2021

UrbanRama: Navigating Cities in Virtual Reality

Exploring large virtual environments, such as cities, is a central task ...

0 Shaoyu Chen, et al. ∙

∙ 11/03/2021

AlphaD3M: Machine Learning Pipeline Synthesis

We introduce AlphaD3M, an automatic machine learning (AutoML) system bas...

18 Iddo Drori, et al. ∙

∙ 10/18/2021

NYU-VPR: Long-Term Visual Place Recognition Benchmark with View Direction and Data Anonymization Influences

Visual place recognition (VPR) is critical in not only localization and ...

6 Diwei Sheng, et al. ∙

∙ 09/20/2021

Optimal Team Economic Decisions in Counter-Strike

The outputs of win probability models are often used to evaluate player ...

15 Peter Xenopoulos, et al. ∙

∙ 07/14/2021

GgViz: Accelerating Large-Scale Esports Game Analysis

Game review is crucial for teams, players and media staff in sports. Des...

0 Peter Xenopoulos, et al. ∙

∙ 06/14/2021

Bandit Modeling of Map Selection in Counter-Strike: Global Offensive

Many esports use a pick and ban process to define the parameters of a ma...

29 Guido Petri, et al. ∙

∙ 11/02/2020

Valuing Player Actions in Counter-Strike: Global Offensive

Esports, despite its expanding interest, lacks fundamental sports analyt...

16 Peter Xenopoulos, et al. ∙

∙ 10/07/2020

Interactive Visualization of Atmospheric Effects for Celestial Bodies

We present an atmospheric model tailored for the interactive visualizati...

0 Jonathas Costa, et al. ∙

∙ 09/03/2020

TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data

Multidimensional Projection is a fundamental tool for high-dimensional d...

49 Harish Doraiswamy, et al. ∙

∙ 07/20/2020

Towards Ground Truth Explainability on Tabular Data

In data science, there is a long history of using synthetic data for met...

28 Brian Barr, et al. ∙

∙ 05/01/2020

PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines

In recent years, a wide variety of automated machine learning (AutoML) m...

0 Jorge Piazentin Ono, et al. ∙

∙ 06/18/2019

Gradient Dynamics of Shallow Univariate ReLU Networks

We present a theoretical and empirical study of the gradient dynamics of...

3 Francis Williams, et al. ∙

∙ 05/24/2019

Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar

Automatic machine learning is an important problem in the forefront of m...

25 Iddo Drori, et al. ∙

∙ 04/09/2019

Unwind: Interactive Fish Straightening

The ScanAllFish project is a large-scale effort to scan all the world's ...

0 Francis Williams, et al. ∙

∙ 03/07/2019

The life of a New York City noise sensor network

Noise pollution is one of the topmost quality of life issues for urban r...

0 Charlie Mydlarz, et al. ∙

∙ 11/27/2018

Deep Geometric Prior for Surface Reconstruction

The reconstruction of a discrete surface from a point cloud is a fundame...

8 Francis Williams, et al. ∙

∙ 05/02/2018

SONYC: A System for the Monitoring, Analysis and Mitigation of Urban Noise Pollution

We present the Sounds of New York City (SONYC) project, a smart cities i...

0 Juan Pablo Bello, et al. ∙

∙ 06/28/2017

A New Urban Objects Detection Framework Using Weakly Annotated Sets

Urban informatics explore data science methods to address different urba...

0 Eric Keiji, et al. ∙

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