Risk Modeling papers, 2023–2026
Risk models
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 115 papers are tagged with this topic.
Key findings
- Risk Modeling went from 15 papers in 2023 to 48 in 2026, roughly 3.2x in three years.
- NeurIPS publishes the most Risk Modeling work: 47 papers from 2023 to 2026, 41% of the four-venue total.
- The fastest-growing overlap is with Reinforcement Learning: papers tagged with both rose from 4 in 2023 to 12 in 2026.
- Among the 5 topics under Finance and Economics, it ranks #1 by 2026 paper count; the fastest grower in the group, Macro Forecasting, is up 8.0x versus 3.2x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 7 | 2 | 6 | 0 | 15 |
| 2024 | 6 | 5 | 10 | 5 | 26 |
| 2025 | 9 | 9 | 8 | 0 | 26 |
| 2026 | 25 | 6 | 14 | 3 | 48 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026CCTimeBoost: Learning Time-Varying Relative Risk with Case-Control Boosted Trees
- ICML 2026A Machine-Learned Comorbidity Index
- ICLR 2026SAFER: Risk-Constrained Sample-then-Filter in Large Language Models
- CVPR 2026Spectral Conformal Risk Control Distribution-Free Tail Guarantees via Bayesian Quadrature
- NeurIPS 2025Generating Informative Samples for Risk-Averse Fine-Tuning of Downstream Tasks
- ICML 2025Compositional Risk Minimization
- ICLR 2025Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
- NeurIPS 2024Evaluating language models as risk scores
- ICML 2024Differentially Private Worst-group Risk Minimization
- ICLR 2024SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
- CVPR 2024Self-Calibrating Vicinal Risk Minimisation for Model Calibration
- NeurIPS 2023Optimal Excess Risk Bounds for Empirical Risk Minimization on $p$-Norm Linear Regression
- ICML 2023Fast Excess Risk Rates via Offset Rademacher Complexity
- ICLR 2023Avoiding spurious correlations via logit correction
- NeurIPS 2026Hidden Tails: Certifying Tail-Risk Claims under Selective Labels
- ICML 2026Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference
- ICLR 2026Conformalized Decision Risk Assessment
- CVPR 2026CoRiM Conflict-driven Risk Minimization for Dynamic Multimodal Fusion
- NeurIPS 2025Risk Bounds For Distributional Regression
- ICML 2025Structure-informed Risk Minimization for Robust Ensemble Learning
All Risk Modeling papers
3 papers, page 1 of 1
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FAQ
- How many Risk Modeling papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 115 in total: 15 in 2023, 26 in 2024, 26 in 2025, 48 in 2026.
- How many Risk Modeling papers are at NeurIPS 2026?
- NeurIPS 2026 has 25 Risk Modeling papers, versus 9 the year before.
- How many Risk Modeling papers are at ICLR 2026?
- ICLR 2026 has 6 Risk Modeling papers, versus 9 the year before.
- How many Risk Modeling papers are at ICML 2026?
- ICML 2026 has 14 Risk Modeling papers, versus 8 the year before.
- How many Risk Modeling papers are at CVPR 2026?
- CVPR 2026 has 3 Risk Modeling papers.
- Which conference publishes the most Risk Modeling papers?
- NeurIPS, with 47 papers from 2023 to 2026.