Papers
12094 papers
ICML2025
Enforcing Idempotency in Neural Networks
Summary pending...
idempotent neural networksnon-convex optimisationgradient-free optimisation
ICML2025
Editable Noise Map Inversion: Encoding Target-image into Noise For High-Fidelity Image Manipulation
Summary pending...
diffusion modelsimage editingdiffusion inversion
ICML2025
The Diffusion Duality
Summary pending...
diffusion language modelsdiffusion modelslarge language models
ICML2025
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes
Summary pending...
convex optimizationcutting plane methodactive learning
ICML2025
Eliciting Language Model Behaviors with Investigator Agents
Summary pending...
red teaming; posterior inference
ICML2025
Adaptive Elicitation of Latent Information Using Natural Language
Summary pending...
Uncertainty QuantificationNatural LanguageAdaptive Survey Design
ICML2025
Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias
Summary pending...
LLM PruningWeight Matrix AnalysisSpectral Analysis
ICML2025
A Machine Learning Approach to Duality in Statistical Physics
Summary pending...
DualityStatistical Mechanics
ICML2025
Resolving Lexical Bias in Model Editing
Summary pending...
Model EditingContrastive LearningRepresentation Learning
ICML2025
PASS: Private Attributes Protection with Stochastic Data Substitution
Summary pending...
Privacy ProtectionUtility PreservationInformation Theory
ICML2025
Scaling Collapse Reveals Universal Dynamics in Compute-Optimally Trained Neural Networks
Summary pending...
Scaling LawsOptimization
ICML2025
Learning with Expected Signatures: Theory and Applications
Summary pending...
Probabilistic Machine LearningSignatureExpected Signature
ICML2025
Non-Asymptotic and Non-Lipschitzian Bounds on Optimal Values in Stochastic Optimization Under Heavy Tails
Summary pending...
Sample average approximationdiametrical risk minimizationconfidence bound
ICML2025
Wasserstein Flow Matching: Generative Modeling Over Families of Distributions
Summary pending...
Optimal TransportFlow MatchingGenerative Modeling
ICML2025
The Lock-in Hypothesis: Stagnation by Algorithm
Summary pending...
Value lock-inHuman-AI interactionAI Alignment
ICML2025
Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
Summary pending...
CPUInference
ICML2025
A Theoretical Framework For Overfitting In Energy-based Modeling
Summary pending...
energy-based modelsoverfittingrandom-matrix theory
ICML2025
Constrained Pareto Set Identification with Bandit Feedback
Summary pending...
pure explorationbandittheoretical analysis
ICML2025
CACTI: Leveraging Copy Masking and Contextual Information to Improve Tabular Data Imputation
Summary pending...
Tabular data imputationInductive biasContext awareness
ICML2025
Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning
Summary pending...
Byzantine robustnessLow Rank Matrix RecoveryMulti-Task Representation Learning