Papers
12094 papers
ICLR2025
CONGO: Compressive Online Gradient Optimization
Summary pending...
online convex optimizationcompressive sensingregret analysis
ICLR2025
Support is All You Need for Certified VAE Training
Summary pending...
Certified TrainingTrustworthy Machine LearningVariational Autoencoder
ICLR2025
GeoLoRA: Geometric integration for parameter efficient fine-tuning
Summary pending...
Low RankFinetuningRobustness
ICLR2025
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups
Summary pending...
non-Euclidean generative modelingdenoising diffusionLie group
ICLR2025
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences
Summary pending...
Bayesian optimizationgenerative modelantibody
ICLR2025
Bayesian Optimization via Continual Variational Last Layer Training
Summary pending...
Bayesian deep learningbayesian optimizationuncertainty
ICLR2025
The Last Iterate Advantage: Empirical Auditing and Principled Heuristic Analysis of Differentially Private SGD
Summary pending...
differential privacyheuristicsprivacy auditing
ICLR2025
Efficient Sparse PCA via Block-Diagonalization
Summary pending...
Sparse PCABlock DiagonalizationCompurational Efficiency
ICLR2025
Training Free Guided Flow-Matching with Optimal Control
Summary pending...
flow matchingcontrolled generationinverse problem
ICLR2025
Disentangling Representations through Multi-task Learning
Summary pending...
zero-shot generalizationdisentanglementinterpretability
ICLR2025
The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling
Summary pending...
multilingualityinterpretability
ICLR2025
Residual Stream Analysis with Multi-Layer SAEs
Summary pending...
sparse autoencodersmechanistic interpretabilitylanguage models
ICLR2025
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
Summary pending...
Large Language ModelsNLPEfficiency
ICLR2025
Robust Transfer of Safety-Constrained Reinforcement Learning Agents
Summary pending...
Reinforcement LearningSafe TransferAdversarial Training
ICLR2025
Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning
Summary pending...
instruction tuninghigh quality synthetic datadiverse synthetic data
ICLR2025
Procedural Synthesis of Synthesizable Molecules
Summary pending...
molecular designsynthesis planningtree generation
ICLR2025
Dynamic Modeling of Patients, Modalities and Tasks via Multi-modal Multi-task Mixture of Experts
Summary pending...
Multimodal LearningMedical Imaging
ICLR2025
Policy Design in Long-run Welfare Dynamics
Summary pending...
Long-run welfarepolicy designRawlsian policy and utilitarianism
ICLR2025
Mixture of In-Context Prompters for Tabular PFNs
Summary pending...
Prior-Fitted NetworksTabular LearningSparse Mixture of Experts.
ICLR2025
Injective flows for star-like manifolds
Summary pending...
Normalizing FlowsInjective FlowsBayesian Inference