conftrace_

Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

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330

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1,020

1,828

2,498

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3,854

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6,422

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Papers (including subtopics)

Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023 Differentially Private Fair Division AAAI 2023 Differentially Private Heatmaps AAAI 2023 Differentially Private Hierarchical Clustering with Provable Approximation Guarantees ICML 2023 Differentially Private Hypothesis Testing for Linear Regression JMLR 2023 Differentially Private Image Classification by Learning Priors from Random Processes NeurIPS 2023 Differentially Private Learning with Per-Sample Adaptive Clipping AAAI 2023 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023 Differentially Private Optimization on Large Model at Small Cost ICML 2023 Differentially Private Partial Set Cover with Applications to Facility Location IJCAI 2023 Differentially Private Sharpness-Aware Training ICML 2023 Differentially Private Statistical Inference through β-Divergence One Posterior Sampling NeurIPS 2023 Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited UAI 2023 Differentially Private Stochastic Convex Optimization under a Quantile Loss Function ICML 2023 Differentially Private Synthetic Control AISTATS 2023 Differentially private synthetic data using KD-trees UAI 2023 Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data Interspeech 2023 Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023 Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models ICML 2023 DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-efficient Fine-Tuning ICCV 2023 Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models NeurIPS 2023 DiffIR: Efficient Diffusion Model for Image Restoration ICCV 2023 DiffRate : Differentiable Compression Rate for Efficient Vision Transformers ICCV 2023 DiffSLU: Knowledge Distillation Based Diffusion Model for Cross-Lingual Spoken Language Understanding Interspeech 2023