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fedebotu 

authored 7 papers 3 days ago

Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences

Paper • 2306.03111 • Published Jun 5, 2023

Learning Efficient Surrogate Dynamic Models with Graph Spline Networks

Paper • 2310.16397 • Published Oct 25, 2023

Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding

Paper • 2403.07559 • Published Mar 12, 2024

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

Paper • 2402.01145 • Published Feb 2, 2024

RouteFinder: Towards Foundation Models for Vehicle Routing Problems

Paper • 2406.15007 • Published Jun 21, 2024

Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization

Paper • 2409.03811 • Published Sep 5, 2024

CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems

Paper • 2501.02977 • Published Jan 6

Zymrael 

authored 8 papers about 1 year ago

Hyena Hierarchy: Towards Larger Convolutional Language Models

Paper • 2302.10866 • Published Feb 21, 2023 • 7

Deep Latent State Space Models for Time-Series Generation

Paper • 2212.12749 • Published Dec 24, 2022 • 1

Neural Solvers for Fast and Accurate Numerical Optimal Control

Paper • 2203.08072 • Published Mar 13, 2022

Transform Once: Efficient Operator Learning in Frequency Domain

Paper • 2211.14453 • Published Nov 26, 2022

Effectively Modeling Time Series with Simple Discrete State Spaces

Paper • 2303.09489 • Published Mar 16, 2023 • 1

Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture

Paper • 2310.12109 • Published Oct 18, 2023 • 1

Monarch: Expressive Structured Matrices for Efficient and Accurate Training

Paper • 2204.00595 • Published Apr 1, 2022 • 1

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions

Paper • 2310.18780 • Published Oct 28, 2023 • 3

fedebotu 

authored 4 papers over 1 year ago

RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark

Paper • 2306.17100 • Published Jun 29, 2023

Neural Solvers for Fast and Accurate Numerical Optimal Control

Paper • 2203.08072 • Published Mar 13, 2022

Transform Once: Efficient Operator Learning in Frequency Domain

Paper • 2211.14453 • Published Nov 26, 2022

DevFormer: A Symmetric Transformer for Context-Aware Device Placement

Paper • 2205.13225 • Published May 26, 2022

Zymrael 

authored a paper over 1 year ago

HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution

Paper • 2306.15794 • Published Jun 27, 2023 • 17