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Papers
Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning
EACL 2024
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
CVPR 2024
HPOD: Hyperparameter Optimization for Unsupervised Outlier Detection
AutoML 2024
Hyperparameter Optimization Can Even Be Harmful in Off-Policy Learning and How to Deal with It
IJCAI 2024
Improving Decision Sparsity
NeurIPS 2024
Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes
NeurIPS 2024
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization
ICML 2024
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning
AAAI 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
ACL 2024
LLM Performance Predictors are good initializers for Architecture Search
ACL 2024
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization
NeurIPS 2024
Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization
AISTATS 2024
Materials Discovery using Max K-Armed Bandit
JMLR 2024
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
NeurIPS 2024
Monte Carlo Tree Search based Space Transfer for Black Box Optimization
NeurIPS 2024
Online Sensitivity Optimization in Differentially Private Learning
AAAI 2024
On the Hyperparameters in Stochastic Gradient Descent with Momentum
JMLR 2024
OpenBox: A Python Toolkit for Generalized Black-box Optimization
JMLR 2024
Parameter-free Clipped Gradient Descent Meets Polyak
NeurIPS 2024
PEAR at SemEval-2024 Task 1: Pair Encoding with Augmented Re-sampling for Semantic Textual Relatedness
SemEval 2024
Post-Hoc Reversal: Are We Selecting Models Prematurely?
NeurIPS 2024
Principled Architecture-aware Scaling of Hyperparameters
ICLR 2024
Provably Convergent Federated Trilevel Learning
AAAI 2024
QLABGrad: A Hyperparameter-Free and Convergence-Guaranteed Scheme for Deep Learning
AAAI 2024
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
ICLR 2024