Exciting-looking program by @createaiplans today! Starts shortly; tune in!
The day we've all been waiting for has finally arrived!
Join us today from 7am-6pm EST for a workshop full of possibilities at the intersection of programming languages and neurosymbolism.
Brought to you in part by @Mila_Quebec, @NeurIPSConf and ML/PL enthusiasts just like you!
Differentiable Programming retweeted
The day we've all been waiting for has finally arrived!
Join us today from 7am-6pm EST for a workshop full of possibilities at the intersection of programming languages and neurosymbolism.
Brought to you in part by @Mila_Quebec, @NeurIPSConf and ML/PL enthusiasts just like you!
And our final talk today: thank you, Bhupalee Kalita, for your paper and talk on differentiable programming for spin-polarized systems! Check out the paper here arxiv.org/abs/2110.14846
The penultimate talk for the day: Gordon Plotkin on complete axiomatization of forward differentiation.
We just finished the last invited talk for the day: Thank you, Harshitha Menon for your talk on approximate high performance computing guided by AD!
Cool talk about differentiable multiple sequence alignment by Sergey Ovchinnikov @sokrypton! Check out the source code here github.com/spetti/SMURF
And @alexanderklew wrapped up this session with a talk on denotational Semantics of AD for higher-order, recursive PPLs. Make sure to check out the paper: arxiv.org/abs/2111.15456
Nacime Bouziani spoke about a foreign function interface for the Unified Form Language [UFL]! See the paper here: arxiv.org/pdf/2111.00945.pdf
Wow, the day flew by! We are about the start the last session in less than 10 min.
Come join us for talks by @sokrypton, Harshitha Menon, Gordon Plotkin, and Bhupalee Kalita!
@PatrickHeimbach started the session with a talk on Oceanography 🌊 Check the awesome DJ4Earth project here dj4earth.github.io/
Deniz Bezgin wrapped up the session describing a fully-differentiable compressible high-order computational fluid dynamics solver. See the paper here arxiv.org/abs/2112.04979
@PatrickKidger spoke about Equinox: a library that brings more power to your model building in JAX! Check it out here github.com/patrick-kidger/eq…
We just kicked off our next session!
Excited to hear from @PatrickHeimbach, Karen Liu, Nacime Bouziani, and @alexanderklew!
We are about to start the poster session very soon! Come join us in Gather Town! eventhosts.gather.town/app/d…
And @KenoFischer just finished his talk on Diffractor.jl: a next-generation, compiler-based AD system for Julia. Check out his code from today here bit.ly/3ymDjMr
Cool talk by @FrankNoeBerlin about Differentiable Programming in Molecular Physics!
Antonio Stanziola wrapped up the first session with a talk about jaxdf: a JAX-based package defining a coding framework for writing differentiable PDE discretizations! Check it out: github.com/ucl-bug/jaxdf
Thank you, Uwe Naumann for your talk about Differentiable Scripting. Check out Uwe's system here: github.com/un110076/AD4SL
Our next session is in 10min! Tune in for talks by Frank Noe (@FrankNoeBerlin), Keno Fischer (@KenoFischer), Patrick Kidger (@PatrickKidger), and Deniz Bezgin!
