Healthcare Policy Modeling papers, 2023–2026
Policy and epidemiology
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 875 papers are tagged with this topic.
Key findings
- Healthcare Policy Modeling went from 134 papers in 2023 to 335 in 2026, roughly 2.5x in three years.
- NeurIPS publishes the most Healthcare Policy Modeling work: 332 papers from 2023 to 2026, 38% of the four-venue total.
- The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 3 in 2023 to 30 in 2026.
- Among the 5 topics under Health and Life Sciences, it ranks #1 by 2026 paper count; the fastest grower in the group, Clinical NLP, is up 3.2x versus 2.5x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 31 | 40 | 38 | 25 | 134 |
| 2024 | 69 | 36 | 69 | 20 | 194 |
| 2025 | 94 | 39 | 61 | 18 | 212 |
| 2026 | 138 | 58 | 102 | 37 | 335 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026$\chi$-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
- ICML 2026Active Policy Optimization for Individualized Dosing via Gradient Variance Minimization
- ICLR 2026A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
- CVPR 2026Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis
- NeurIPS 2025$\textit{Hyper-GoalNet}$: Goal-Conditioned Manipulation Policy Learning with HyperNetworks
- ICML 2025How Transformers Learn Structured Data: Insights From Hierarchical Filtering
- ICLR 2025HyPoGen: Optimization-Biased Hypernetworks for Generalizable Policy Generation
- CVPR 2025Bridging Gait Recognition and Large Language Models Sequence Modeling
- NeurIPS 20244DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
- ICML 2024ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
- ICLR 2024Learning to Act from Actionless Videos through Dense Correspondences
- CVPR 2024MonoHair: High-Fidelity Hair Modeling from a Monocular Video
- NeurIPS 2023AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling
- ICML 2023Adaptive Barrier Smoothing for First-Order Policy Gradient with Contact Dynamics
- ICLR 2023An Adaptive Policy to Employ Sharpness-Aware Minimization
- CVPR 2023BAAM: Monocular 3D Pose and Shape Reconstruction With Bi-Contextual Attention Module and Attention-Guided Modeling
- NeurIPS 2026Budgeted Multi-Source Counterfactual Annotation for Off-Policy Evaluation
- ICML 2026Efficient Continuous-Depth Modeling with GRU Equivalents
- ICLR 2026Chessformer: A Unified Architecture for Chess Modeling
- CVPR 2026D-Prism Differentiable Primitives for Structured Dynamic Modeling
All Healthcare Policy Modeling papers
61 papers, page 2 of 2
- ICML 2025Simple Policy Optimization
- ICML 2025Stable Offline Value Function Learning with Bisimulation-based Representations
- ICML 2025Step-DAD: Semi-Amortized Policy-Based Bayesian Experimental Design
- ICML 2025The Impact of On-Policy Parallelized Data Collection on Deep Reinforcement Learning Networks
- ICML 2025Theoretical guarantees on the best-of-n alignment policy
- ICML 2025Towards Escaping from Class Dependency Modeling for Multi-Dimensional Classification
- ICML 2025Trust-Region Twisted Policy Improvement
- ICML 2025Unified Screening for Multiple Diseases
- ICML 2025Wasserstein Policy Optimization
- ICML 2025When Maximum Entropy Misleads Policy Optimization
- ICML 2025When to retrain a machine learning model
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FAQ
- How many Healthcare Policy Modeling papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 875 in total: 134 in 2023, 194 in 2024, 212 in 2025, 335 in 2026.
- How many Healthcare Policy Modeling papers are at NeurIPS 2026?
- NeurIPS 2026 has 138 Healthcare Policy Modeling papers, versus 94 the year before.
- How many Healthcare Policy Modeling papers are at ICLR 2026?
- ICLR 2026 has 58 Healthcare Policy Modeling papers, versus 39 the year before.
- How many Healthcare Policy Modeling papers are at ICML 2026?
- ICML 2026 has 102 Healthcare Policy Modeling papers, versus 61 the year before.
- How many Healthcare Policy Modeling papers are at CVPR 2026?
- CVPR 2026 has 37 Healthcare Policy Modeling papers, versus 18 the year before.
- Which conference publishes the most Healthcare Policy Modeling papers?
- NeurIPS, with 332 papers from 2023 to 2026.