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Workshop

Differentiable Learning of Combinatorial Algorithms: From Theory To Practice

Cathy Wu ⋅ Nikolaos Karalias ⋅ Yusu Wang ⋅ Indradyumna Roy ⋅ Abir De

[ OpenReview]

Video

Chat is not available.

Schedule

Timezone: America/Los_Angeles

8:00 AM

Opening remarks

Video

9:00 AM

Keynote Talk: Bistra Dilkina (USC)

Video

9:30 AM

Keynote Talk: Farinaz Koushanfar (UCSD) - From Origin to Owner: Provenance and Watermarking for AI-Based Optimization Solutions

Video

10:00 AM

Coffee Break + Discussions + Networking

10:15 AM

Contributed talk (oral): Learning with Local Search MCMC Layers

Video

10:30 AM

Contributed talk (oral): Filter Equivariant Functions: A symmetric account of length-general extrapolation on lists

Video

10:45 AM

Keynote Talk: Vikas Garg (Aalto University)

Video

11:15 AM

Panel Discussion on Neural Algorithmic Reasoning + Q&A

Video

12:00 PM

Poster Session - 1 + Lunch Break + Networking

1:30 PM

Keynote Talk: Michael Galkin (Google)

Video

2:15 PM

Panel Discussion on "Neural Combinatorial Optimization: What Works, What Doesn’t, and What’s Next?" + Q&A

Video

3:15 PM

Coffee Break + Discussions

3:30 PM

Contributed talk (oral): ARC: Leveraging Compositional Representations for Cross-Problem Learning on VRPs

Video

3:45 PM

Contributed talk (oral): Unsupervised Learning of Local Updates for Maximum Independent Set in Dynamic Graphs

Video

4:00 PM

Poster Session - 2