Saved in:
| Main Authors: | Neporozhnii, Ihor, Roy, Julien, Bengio, Emmanuel, Hartford, Jason |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2410.19631 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multitask learning with semiempirical orbital charges enables sample-efficient MLIPs
by: Neporozhnii, Ihor, et al.
Published: (2026)
by: Neporozhnii, Ihor, et al.
Published: (2026)
Shaping Inductive Bias in Diffusion Models through Frequency-Based Noise Control
by: Jiralerspong, Thomas, et al.
Published: (2025)
by: Jiralerspong, Thomas, et al.
Published: (2025)
$f$-Trajectory Balance: A Loss Family for Tuning GFlowNets, Generative Models, and LLMs with Off- and On-Policy Data
by: Fawkes, Jake, et al.
Published: (2026)
by: Fawkes, Jake, et al.
Published: (2026)
Learning What Matters: Steering Diffusion via Spectrally Anisotropic Forward Noise
by: Scimeca, Luca, et al.
Published: (2025)
by: Scimeca, Luca, et al.
Published: (2025)
Targeted Sequential Indirect Experiment Design
by: Ailer, Elisabeth, et al.
Published: (2024)
by: Ailer, Elisabeth, et al.
Published: (2024)
Propensity Score Alignment of Unpaired Multimodal Data
by: Xi, Johnny, et al.
Published: (2024)
by: Xi, Johnny, et al.
Published: (2024)
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet?
by: Gupta, Rushil, et al.
Published: (2025)
by: Gupta, Rushil, et al.
Published: (2025)
Improved Off-policy Reinforcement Learning in Biological Sequence Design
by: Kim, Hyeonah, et al.
Published: (2024)
by: Kim, Hyeonah, et al.
Published: (2024)
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
by: Cretu, Miruna, et al.
Published: (2024)
by: Cretu, Miruna, et al.
Published: (2024)
Multi-Dimensional Spectral Geometry of Biological Knowledge in Single-Cell Transformer Representations
by: Kendiukhov, Ihor
Published: (2026)
by: Kendiukhov, Ihor
Published: (2026)
Baking Symmetry into GFlowNets
by: Ma, George, et al.
Published: (2024)
by: Ma, George, et al.
Published: (2024)
Investigating Generalization Behaviours of Generative Flow Networks
by: Atanackovic, Lazar, et al.
Published: (2024)
by: Atanackovic, Lazar, et al.
Published: (2024)
What Topological and Geometric Structure Do Biological Foundation Models Learn? Evidence from 141 Hypotheses
by: Kendiukhov, Ihor
Published: (2026)
by: Kendiukhov, Ihor
Published: (2026)
Discovery of a Hematopoietic Manifold in scGPT Yields a Method for Extracting Performant Algorithms from Biological Foundation Model Internals
by: Kendiukhov, Ihor
Published: (2026)
by: Kendiukhov, Ihor
Published: (2026)
Causal Circuit Tracing Reveals Distinct Computational Architectures in Single-Cell Foundation Models: Inhibitory Dominance, Biological Coherence, and Cross-Model Convergence
by: Kendiukhov, Ihor
Published: (2026)
by: Kendiukhov, Ihor
Published: (2026)
Automated Discovery of Pairwise Interactions from Unstructured Data
by: Zuheng, et al.
Published: (2024)
by: Zuheng, et al.
Published: (2024)
Bayesian Active Learning of (small) Quantile Sets through Expected Estimator Modification
by: Abdelmalek-Lomenech, Romain Ait, et al.
Published: (2025)
by: Abdelmalek-Lomenech, Romain Ait, et al.
Published: (2025)
Sparsity regularization via tree-structured environments for disentangled representations
by: Layne, Elliot, et al.
Published: (2024)
by: Layne, Elliot, et al.
Published: (2024)
Virtual Cells: Predict, Explain, Discover
by: Noutahi, Emmanuel, et al.
Published: (2025)
by: Noutahi, Emmanuel, et al.
Published: (2025)
Lever: Inference-Time Policy Reuse under Support Constraints
by: Vitenko, Ihor, et al.
Published: (2026)
by: Vitenko, Ihor, et al.
Published: (2026)
GFlowNet Pretraining with Inexpensive Rewards
by: Pandey, Mohit, et al.
Published: (2024)
by: Pandey, Mohit, et al.
Published: (2024)
Local Search GFlowNets
by: Kim, Minsu, et al.
Published: (2023)
by: Kim, Minsu, et al.
Published: (2023)
Exhaustive Circuit Mapping of a Single-Cell Foundation Model Reveals Massive Redundancy, Heavy-Tailed Hub Architecture, and Layer-Dependent Differentiation Control
by: Kendiukhov, Ihor
Published: (2026)
by: Kendiukhov, Ihor
Published: (2026)
Random Policy Evaluation Uncovers Policies of Generative Flow Networks
by: He, Haoran, et al.
Published: (2024)
by: He, Haoran, et al.
Published: (2024)
Generalization on the Unseen, Logic Reasoning and Degree Curriculum
by: Abbe, Emmanuel, et al.
Published: (2023)
by: Abbe, Emmanuel, et al.
Published: (2023)
GFlowNet Foundations
by: Bengio, Yoshua, et al.
Published: (2021)
by: Bengio, Yoshua, et al.
Published: (2021)
Scaling Laws for Masked-Reconstruction Transformers on Single-Cell Transcriptomics
by: Kendiukhov, Ihor
Published: (2026)
by: Kendiukhov, Ihor
Published: (2026)
ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
by: Huang, Daolang, et al.
Published: (2025)
by: Huang, Daolang, et al.
Published: (2025)
In-Context Parametric Inference: Point or Distribution Estimators?
by: Mittal, Sarthak, et al.
Published: (2025)
by: Mittal, Sarthak, et al.
Published: (2025)
DAVED: Data Acquisition via Experimental Design for Data Markets
by: Lu, Charles, et al.
Published: (2024)
by: Lu, Charles, et al.
Published: (2024)
A Review of Developmental Interpretability in Large Language Models
by: Kendiukhov, Ihor
Published: (2025)
by: Kendiukhov, Ihor
Published: (2025)
Quantifying Ranking Instability Across Evaluation Protocol Axes in Gene Regulatory Network Benchmarking
by: Kendiukhov, Ihor
Published: (2026)
by: Kendiukhov, Ihor
Published: (2026)
Opir: Efficient Multi-Task Safety Classification for Toxicity, Jailbreaks, Hate Speech, and Harmful Content
by: Stepanov, Ihor, et al.
Published: (2026)
by: Stepanov, Ihor, et al.
Published: (2026)
Maximum entropy GFlowNets with soft Q-learning
by: Mohammadpour, Sobhan, et al.
Published: (2023)
by: Mohammadpour, Sobhan, et al.
Published: (2023)
Discrete Probabilistic Inference as Control in Multi-path Environments
by: Deleu, Tristan, et al.
Published: (2024)
by: Deleu, Tristan, et al.
Published: (2024)
Sparse autoencoders reveal organized biological knowledge but minimal regulatory logic in single-cell foundation models: a comparative atlas of Geneformer and scGPT
by: Kendiukhov, Ihor
Published: (2026)
by: Kendiukhov, Ihor
Published: (2026)
Spectrum: Targeted Training on Signal to Noise Ratio
by: Hartford, Eric, et al.
Published: (2024)
by: Hartford, Eric, et al.
Published: (2024)
Torsional-GFN: a conditional conformation generator for small molecules
by: Volokhova, Alexandra, et al.
Published: (2025)
by: Volokhova, Alexandra, et al.
Published: (2025)
Learning to Scale Logits for Temperature-Conditional GFlowNets
by: Kim, Minsu, et al.
Published: (2023)
by: Kim, Minsu, et al.
Published: (2023)
Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation
by: Pandey, Mohit, et al.
Published: (2025)
by: Pandey, Mohit, et al.
Published: (2025)
Similar Items
-
Multitask learning with semiempirical orbital charges enables sample-efficient MLIPs
by: Neporozhnii, Ihor, et al.
Published: (2026) -
Shaping Inductive Bias in Diffusion Models through Frequency-Based Noise Control
by: Jiralerspong, Thomas, et al.
Published: (2025) -
$f$-Trajectory Balance: A Loss Family for Tuning GFlowNets, Generative Models, and LLMs with Off- and On-Policy Data
by: Fawkes, Jake, et al.
Published: (2026) -
Learning What Matters: Steering Diffusion via Spectrally Anisotropic Forward Noise
by: Scimeca, Luca, et al.
Published: (2025) -
Targeted Sequential Indirect Experiment Design
by: Ailer, Elisabeth, et al.
Published: (2024)