LAFI 2021
Sun 17 - Fri 22 January 2021
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Sun 17 Jan
Displayed time zone:
Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna
change
16:00 - 16:50
Invited talk: Vikash K. Mansinghka
LAFI 2021
at
LAFI
Chair(s):
Jean-Baptiste Tristan
Boston College
16:50 - 17:30
Session 1
LAFI 2021
at
LAFI
Chair(s):
Jean-Baptiste Tristan
Boston College
16:50
13m
Talk
Binary Tree Hamiltonian Monte Carlo
LAFI 2021
Carol Mak
University of Oxford
,
Fabian Zaiser
University of Oxford
,
C.-H. Luke Ong
University of Oxford
File Attached
17:03
13m
Talk
An algebraic theory of conditioning
LAFI 2021
Dario Stein
University of Oxford
,
Sam Staton
University of Oxford
File Attached
17:16
13m
Talk
The Selection Monad and Decision-Making Languages
LAFI 2021
Gordon Plotkin
Google
,
MartÃn Abadi
Google
File Attached
18:00 - 19:30
Session 2
LAFI 2021
at
LAFI
Chair(s):
Dougal Maclaurin
Google Research
18:00
12m
Talk
Enzyme: High-Performance Automatic Differentiation of LLVM
LAFI 2021
William S. Moses
Massachusetts Institute of Technology
,
Valentin Churavy
MIT CSAIL
18:12
12m
Talk
Parametric Inversion of Non-Invertible Programs
LAFI 2021
Zenna Tavares
Massachusetts Institute of Technology
,
Javier Burroni
University of Massachusetts Amherst
,
Edgar Minasyan
Princeton University
,
David Morejon
Massachusetts Institute of Technology
,
Armando Solar-Lezama
Massachusetts Institute of Technology
File Attached
18:25
12m
Talk
Bayesian Neural Ordinary Differential Equations
LAFI 2021
Raj Dandekar
MIT
,
Vaibhav Dixit
Julia Computing
,
Mohamed Tarek
UNSW Canberra, Australia
,
Aslan Garcia Valadez
National Autonomous University of Mexico
,
Chris Rackauckas
MIT
Pre-print
Media Attached
File Attached
18:38
12m
Talk
On the Automatic Derivation of Importance Samplers from Pairs of Probabilistic Programs
LAFI 2021
Alexander K. Lew
Massachusetts Institute of Technology, USA
,
Ben Sherman
,
Marco Cusumano-Towner
MIT-CSAIL
,
Michael Carbin
Massachusetts Institute of Technology
,
Vikash K. Mansinghka
MIT
Media Attached
18:51
12m
Talk
Decomposing reverse-mode automatic differentiation
LAFI 2021
Roy Frostig
Google Research
,
Matthew J. Johnson
Google Brain
,
Dougal Maclaurin
Google Research
,
Adam Paszke
Google Research
,
Alexey Radul
Google Research
File Attached
19:04
12m
Talk
Genify.jl: Transforming Julia into Gen to enable programmable inference
LAFI 2021
Tan Zhi-Xuan
Massachusetts Institute of Technology
,
McCoy R. Becker
Charles River Analytics
,
Vikash K. Mansinghka
MIT
Media Attached
File Attached
19:17
12m
Talk
Probabilistic Inference Using Generators: the Statues Algorithm
LAFI 2021
Pierre Denis
independent scholar
Link to publication
DOI
Pre-print
Media Attached
File Attached
Sun 17 Jan
Displayed time zone:
Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna
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Room
16:00
30
17:00
30
18:00
30
19:00
30
LAFI
LAFI 2021
Invited talk: Vikash K. Mansinghka
LAFI 2021
Session 1
LAFI 2021
Session 2
Sun 17 Jan
Displayed time zone:
Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna
change
Room
16:00
15
30
45
17:00
15
30
45
18:00
15
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19:00
15
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LAFI
LAFI
Binary Tree Hamiltonian Monte Carlo
16:50 - 17:03
LAFI
An algebraic theory of conditioning
17:03 - 17:16
LAFI
The Selection Monad and Decision-Making Languages
17:16 - 17:30
LAFI
Enzyme: High-Performance Automatic Differentiation of LLVM
18:00 - 18:12
LAFI
Parametric Inversion of Non-Invertible Programs
18:12 - 18:25
LAFI
Bayesian Neural Ordinary Differential Equations
18:25 - 18:38
LAFI
On the Automatic Derivation of Importance Samplers from Pairs of Probab ...
18:38 - 18:51
LAFI
Decomposing reverse-mode automatic differentiation
18:51 - 19:04
LAFI
Genify.jl: Transforming Julia into Gen to enable programmable inference
19:04 - 19:17
LAFI
Probabilistic Inference Using Generators: the Statues Algorithm
19:17 - 19:30
x
Fri 19 Apr 16:33