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Break
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Break
Conference event
All
Closing
Cruise & Dinner
Opening
Registration
Welcome Reception
Contributed talk
All
Analytics
Bayesian
Bioinformatics
Case study
Database
Generalized and mixed models
Graphics
Interactive
Kaleidoscope
Machine Learning
Miscellaneous
Packages and Development
Performance
R & other languages
R in business
Regression
Reproducible research
Spatial
Statistical Methods & Application
Statistics & Big Data
Teaching
Keynote
All
Daniela Witten
Deborah Nolan
Donald Knuth
Hadley Wickham
Richard Becker
Simon Urbanek
Lightning talk
All
Lightning Talk
Poster
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Group 1
Group 2
R Initiatives
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R Initiatives
Sponsor Session
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Part 1
Part 2
Tutorial
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Afternoon
Morning
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Jakob Richter
TU Dortmund University
- Interested in Machine Learning and Hyperparameter Tuning/Optimization.
- Especially through Model Based Optimization using Kriging or Random Forest.
- Parallel Computation
Monday
, June 27
9:00am PDT
Never Tell Me the Odds! Machine Learning with Class Imbalances (Part 1)
Econ 140
10:30am PDT
Never Tell Me the Odds! Machine Learning with Class Imbalances (Part 2)
Econ 140
1:00pm PDT
Extracting data from the web APIs and beyond (Part 1)
Campbell Rehearsal Hall
Understanding and creating interactive graphics (Part 1)
McDowell & Cranston
2:30pm PDT
Extracting data from the web APIs and beyond (Part 2)
Campbell Rehearsal Hall
Understanding and creating interactive graphics (Part 2)
McDowell & Cranston
Tuesday
, June 28
10:30am PDT
R in machine learning competitions
McCaw Hall
11:06am PDT
trackeR: Intrastructure for running and cycling data from GPS-enabled tracking devices in R
McCaw Hall
11:42am PDT
FlashR: Enable Parallel, Scalable Data Analysis in R
SIEPR 130
12:00pm PDT
Lunch with Poster Exhibits
Sponsor Pavilion
1:54pm PDT
A first-year undergraduate data science course
SIEPR 130
2:12pm PDT
Teaching R to 200 people in a week
SIEPR 130
2:30pm PDT
Coffee Break w/ Poster Session
McCaw Hall
3:30pm PDT
Literate Programming
McCaw Hall
4:30pm PDT
Short Break
McCaw Hall
4:45pm PDT
mlrMBO: A Toolbox for Model-Based Optimization of Expensive Black-Box Functions
SIEPR 130
6:30pm PDT
Welcome Reception
Bing Concert Hall
Wednesday
, June 29
9:00am PDT
Towards a grammar of interactive graphics
McCaw Hall
11:06am PDT
Resource-Aware Scheduling Strategies for Parallel Machine Learning R Programs though RAMBO
Econ 140
1:54pm PDT
Checkmate: Fast and Versatile Argument Checks
SIEPR 130
Thursday
, June 30
10:30am PDT
Gradient Boosted Trees Model: deploying R models into production environments*
Lane & Lyons & Lodato
10:50am PDT
ranger: A fast implementation of random forests for high dimensional data
Lane & Lyons & Lodato
11:08am PDT
Superheat: Supervised heatmaps for visualizing complex data
Lane & Lyons & Lodato
11:26am PDT
Big data algorithms for rank-based estimation
Lane & Lyons & Lodato
Timezone
user2016
America/Los Angeles
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Jun 27
-
30, 2016
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, June 27
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, June 28
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, June 29
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, June 30
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Stanford, CA, United States
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Barnes
Barnes & McDowell & Cranston
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Campbell Rehearsal Hall
Econ 140
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Lane & Lyons & Lodato
Lyons & Lodato
McCaw Hall
McDowell & Cranston
SIEPR 120
SIEPR 130
Sponsor Pavilion
Wallenberg Hall 124
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Break
All
Break
Conference event
All
Closing
Cruise & Dinner
Opening
Registration
Welcome Reception
Contributed talk
All
Analytics
Bayesian
Bioinformatics
Case study
Database
Generalized and mixed models
Graphics
Interactive
Kaleidoscope
Machine Learning
Miscellaneous
Packages and Development
Performance
R & other languages
R in business
Regression
Reproducible research
Spatial
Statistical Methods & Application
Statistics & Big Data
Teaching
Keynote
All
Daniela Witten
Deborah Nolan
Donald Knuth
Hadley Wickham
Richard Becker
Simon Urbanek
Lightning talk
All
Lightning Talk
Poster
All
Group 1
Group 2
R Initiatives
All
R Initiatives
Sponsor Session
All
Part 1
Part 2
Tutorial
All
Afternoon
Morning
Popular
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Colin Gillespie
KG
Kent Gray
David Smith
Hadley Wickham
JP
John Painter
Gabriela de Queiroz
Joe Cheng
Kevin Ushey
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