Publications

24589 results for Exploratory Science

Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models
- - Aleksandar Terzic
  - Nicolas Menet
  - et al.
- 2025
- NeurIPS 2025
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- - Andrea Pugnana
  - Riccardo Massidda
  - et al.
- 2025
- NeurIPS 2025
Causally Reliable Concept Bottleneck Models
- - Giovanni De Felice
  - Arianna Casanova Flores
  - et al.
- 2025
- NeurIPS 2025
Transformers Learn Faster with Semantic Focus
- - Parikshit Ram
  - Kenneth Clarkson
  - et al.
- 2025
- NeurIPS 2025
Dense Associative Memory with Epanechnikov Energy
- - Benjamin Hoover
  - Zhaoyang Shi
  - et al.
- 2025
- NeurIPS 2025
Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
- - Isha Puri
  - Shivchander Sudalairaj
  - et al.
- 2025
- NeurIPS 2025
Carbon-m1: a Massive, Multi-Modal Synthetic Dataset for Complex Polymeric Materials
- - Nathaniel Park
- 2025
- NeurIPS 2025
Accelerating Material Discovery for Metal Organic Frameworks using Large Language Models
- - Sultan Alrowili
  - Mathan Kumar Eswaran
  - et al.
- 2025
- NeurIPS 2025
An Expert in Residence: LLM Agents for Always-On Operating System Tuning
- - Georgios Liargkovas
  - Vahab Jabrayilov
  - et al.
- 2025
- NeurIPS 2025
SemCLIP: A Semantic Memory-Aligned Vision Language Model
- - Tanveer Syeda-Mahmood
  - Niharika DSouza
  - et al.
- 2025
- NeurIPS 2025