Differentiable Programming @diffprogramming

Differentiable Programming @NeurIPSConf diffprogramming.mit.edu Joined July 2021

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Differentiable Programming @diffprogramming

5 years ago

Exciting-looking program by @createaiplans today! Starts shortly; tune in!

AIPLANS Workshop @createaiplans

5 years ago

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!

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AIPLANS Workshop @createaiplans

5 years ago

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Differentiable Programming @diffprogramming

5 years ago

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

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Differentiable Programming @diffprogramming

5 years ago

The penultimate talk for the day: Gordon Plotkin on complete axiomatization of forward differentiation.

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Differentiable Programming @diffprogramming

5 years ago

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!

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Differentiable Programming @diffprogramming

5 years ago

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

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Differentiable Programming @diffprogramming

5 years ago

Nacime Bouziani spoke about a foreign function interface for the Unified Form Language [UFL]! See the paper here: arxiv.org/pdf/2111.00945…

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Differentiable Programming @diffprogramming

5 years ago

We just kicked off our next session! Excited to hear from @PatrickHeimbach, Karen Liu, Nacime Bouziani, and @alexanderklew!

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Differentiable Programming @diffprogramming

5 years ago

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

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Differentiable Programming @diffprogramming

5 years ago

@PatrickKidger spoke about Equinox: a library that brings more power to your model building in JAX! Check it out here github.com/patrick-kidger…

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Differentiable Programming @diffprogramming

5 years ago

Our next session is in 10min! Tune in for talks by Frank Noe (@FrankNoeBerlin), Keno Fischer (@KenoFischer), Patrick Kidger (@PatrickKidger), and Deniz Bezgin!

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Differentiable Programming @diffprogramming

5 years ago

We are about to start the poster session very soon! Come join us in Gather Town! eventhosts.gather.town/app/dn0UpfVPn9…

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Differentiable Programming @diffprogramming

5 years ago

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

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Differentiable Programming @diffprogramming

5 years ago

Thank you, Uwe Naumann for your talk about Differentiable Scripting. Check out Uwe's system here: github.com/un110076/AD4SL

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Differentiable Programming @diffprogramming

5 years ago

We are about to kick off the meeting in 1 hour! Join us for an exciting first session featuring Adam Paszke (@apaszke), Yuan Zhou (@yuaanzhou), Uwe Naumann, and Antonio Stanziola!