Layer 6 AI

company

https://layer6.ai/

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Recent Activity

chris-L6 authored a paper about 1 month ago

Causal Foundation Models with Continuous Treatments

chris-L6 updated a model about 1 month ago

chris-L6 new activity about 1 month ago

Layer6/CCPFN:Add model card, paper link, and usage instructions

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Papers

A Gradient Perspective on RLVR Stability and Winner Advantage Policy Optimization

Agentic Monte Carlo: Simulating Reinforcement Learning for Black-Box Agents

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Layer6 's papers 11

Submitted by

Jesse Cresswell

A Gradient Perspective on RLVR Stability and Winner Advantage Policy Optimization

Layer6

Agentic Monte Carlo: Simulating Reinforcement Learning for Black-Box Agents

Layer6

Submitted by

Joseph Tang

RankJudge: A Multi-Turn LLM-as-a-Judge Synthetic Benchmark Generator

Layer6

Submitted by

Jesse Cresswell

Conformal Agent Error Attribution

Layer6

CausalPFN: Amortized Causal Effect Estimation via In-Context Learning

Layer6

Submitted by

Noel Vouitsis

Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples

Layer6

TabDPT: Scaling Tabular Foundation Models

Layer6

Submitted by

AK

Scaling Up Diffusion and Flow-based XGBoost Models

Layer6

Data-Efficient Multimodal Fusion on a Single GPU

Layer6

Self-supervised Representation Learning From Random Data Projectors

Layer6

Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

Layer6