Rich Insights from Cheap Signals: Efficient Evaluations via Tensor Factorization
Fuente:
arXiv
Saved in:
| Main Authors: | Polo, Felipe Maia, Nematzadeh, Aida, Aglietti, Virginia, Fisch, Adam, Albuquerque, Isabela |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GradINN: Gradient Informed Neural Network
by: Aglietti, Filippo, et al.
Published: (2024)
by: Aglietti, Filippo, et al.
Published: (2024)
Weak Supervision Performance Evaluation via Partial Identification
by: Polo, Felipe Maia, et al.
Published: (2023)
by: Polo, Felipe Maia, et al.
Published: (2023)
Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families
by: Polo, Felipe Maia, et al.
Published: (2024)
by: Polo, Felipe Maia, et al.
Published: (2024)
Mitigating Preference Hacking in Policy Optimization with Pessimism
by: Gupta, Dhawal, et al.
Published: (2025)
by: Gupta, Dhawal, et al.
Published: (2025)
Prompting Strategies for Enabling Large Language Models to Infer Causation from Correlation
by: Sgouritsa, Eleni, et al.
Published: (2024)
by: Sgouritsa, Eleni, et al.
Published: (2024)
Personalized Image Generation for Recommendations Beyond Catalogs
by: Patron, Gabriel, et al.
Published: (2025)
by: Patron, Gabriel, et al.
Published: (2025)
When to Trust the Cheap Check: Weak and Strong Verification for Reasoning
by: Kiyani, Shayan, et al.
Published: (2026)
by: Kiyani, Shayan, et al.
Published: (2026)
Benchmarking Diversity in Image Generation via Attribute-Conditional Human Evaluation
by: Albuquerque, Isabela, et al.
Published: (2025)
by: Albuquerque, Isabela, et al.
Published: (2025)
Detection Is Cheap, Routing Is Learned: Why Refusal-Based Alignment Evaluation Fails
by: Frank, Gregory N.
Published: (2026)
by: Frank, Gregory N.
Published: (2026)
When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search
by: Robertson, John T., et al.
Published: (2026)
by: Robertson, John T., et al.
Published: (2026)
Plantain: Plan-Answer Interleaved Reasoning
by: Liang, Anthony, et al.
Published: (2025)
by: Liang, Anthony, et al.
Published: (2025)
Dynamic QoS Prediction via a Non-Negative Tensor Snowflake Factorization
by: Xia, YongHui, et al.
Published: (2025)
by: Xia, YongHui, et al.
Published: (2025)
Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization
by: Liang, Tongyi, et al.
Published: (2024)
by: Liang, Tongyi, et al.
Published: (2024)
Efficient multi-prompt evaluation of LLMs
by: Polo, Felipe Maia, et al.
Published: (2024)
by: Polo, Felipe Maia, et al.
Published: (2024)
tinyBenchmarks: evaluating LLMs with fewer examples
by: Polo, Felipe Maia, et al.
Published: (2024)
by: Polo, Felipe Maia, et al.
Published: (2024)
Bridging Human and LLM Judgments: Understanding and Narrowing the Gap
by: Polo, Felipe Maia, et al.
Published: (2025)
by: Polo, Felipe Maia, et al.
Published: (2025)
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs
by: Kossen, Jannik, et al.
Published: (2024)
by: Kossen, Jannik, et al.
Published: (2024)
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
by: Yang, Zi, et al.
Published: (2024)
by: Yang, Zi, et al.
Published: (2024)
Improved Training Mechanism for Reinforcement Learning via Online Model Selection
by: Afshar, Aida, et al.
Published: (2025)
by: Afshar, Aida, et al.
Published: (2025)
Evaluating Numerical Reasoning in Text-to-Image Models
by: Kajić, Ivana, et al.
Published: (2024)
by: Kajić, Ivana, et al.
Published: (2024)
Weight Decay Regimes in Grokking Transformers: Cheap Online Diagnostics
by: Verma, Lucky
Published: (2026)
by: Verma, Lucky
Published: (2026)
Efficient Equivariant High-Order Crystal Tensor Prediction via Cartesian Local-Environment Many-Body Coupling
by: Jin, Dian, et al.
Published: (2026)
by: Jin, Dian, et al.
Published: (2026)
Latent Factorization of Tensors with Threshold Distance Weighted Loss for Traffic Data Estimation
by: Yang, Lei
Published: (2025)
by: Yang, Lei
Published: (2025)
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding
by: Li, Jiang, et al.
Published: (2024)
by: Li, Jiang, et al.
Published: (2024)
TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning
by: Lei, Qifeng, et al.
Published: (2025)
by: Lei, Qifeng, et al.
Published: (2025)
Joint Tensor-Train Parameterization for Efficient and Expressive Low-Rank Adaptation
by: Qi, Jun, et al.
Published: (2025)
by: Qi, Jun, et al.
Published: (2025)
Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics -- Rotating Detonation Engines
by: Bao, Yuxuan, et al.
Published: (2026)
by: Bao, Yuxuan, et al.
Published: (2026)
Conformal Risk Control
by: Angelopoulos, Anastasios N., et al.
Published: (2022)
by: Angelopoulos, Anastasios N., et al.
Published: (2022)
TPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill and Decode Inference
by: Tang, Xiaojuan, et al.
Published: (2025)
by: Tang, Xiaojuan, et al.
Published: (2025)
Dynamic Classifier-Free Diffusion Guidance via Online Feedback
by: Papalampidi, Pinelopi, et al.
Published: (2025)
by: Papalampidi, Pinelopi, et al.
Published: (2025)
Rank-1 LoRAs Encode Interpretable Reasoning Signals
by: Ward, Jake, et al.
Published: (2025)
by: Ward, Jake, et al.
Published: (2025)
Towards LLM-guided Efficient and Interpretable Multi-linear Tensor Network Rank Selection
by: Iacovides, Giorgos, et al.
Published: (2024)
by: Iacovides, Giorgos, et al.
Published: (2024)
Knowledge Graph Completion with Mixed Geometry Tensor Factorization
by: Yusupov, Viacheslav, et al.
Published: (2025)
by: Yusupov, Viacheslav, et al.
Published: (2025)
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments
by: Arunan, Anushiya, et al.
Published: (2025)
by: Arunan, Anushiya, et al.
Published: (2025)
AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration - Learning from Cheap, Optimizing Expensive
by: Guo, Taicheng, et al.
Published: (2026)
by: Guo, Taicheng, et al.
Published: (2026)
Interaction Tensor SHAP
by: Hasegawa, Hiroki, et al.
Published: (2025)
by: Hasegawa, Hiroki, et al.
Published: (2025)
Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
by: Sun, Bethia, et al.
Published: (2024)
by: Sun, Bethia, et al.
Published: (2024)
RPO: Fine-Tuning Visual Generative Models via Rich Vision-Language Preferences
by: Zhao, Hanyang, et al.
Published: (2025)
by: Zhao, Hanyang, et al.
Published: (2025)
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis
by: Döner, Berkay, et al.
Published: (2025)
by: Döner, Berkay, et al.
Published: (2025)
DeLF: Designing Learning Environments with Foundation Models
by: Afshar, Aida, et al.
Published: (2024)
by: Afshar, Aida, et al.
Published: (2024)
Similar Items
-
GradINN: Gradient Informed Neural Network
by: Aglietti, Filippo, et al.
Published: (2024) -
Weak Supervision Performance Evaluation via Partial Identification
by: Polo, Felipe Maia, et al.
Published: (2023) -
Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families
by: Polo, Felipe Maia, et al.
Published: (2024) -
Mitigating Preference Hacking in Policy Optimization with Pessimism
by: Gupta, Dhawal, et al.
Published: (2025) -
Prompting Strategies for Enabling Large Language Models to Infer Causation from Correlation
by: Sgouritsa, Eleni, et al.
Published: (2024)