| 2151 |
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
Shiqiang Wang, Mingyue Ji
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👻
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cs.LG
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0 |
3 years ago |
| 2152 |
Differentially Private Optimization for Non-Decomposable Objective Functions
Weiwei Kong, Andrés Muñoz Medina, Mónica Ribero
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cs.LG
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0 |
2 years ago |
| 2153 |
Sleep Deprivation in the Forward-Forward Algorithm
Mircea-Tudor Lică, David Dinucu-Jianu
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cs.AI
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0 |
2 years ago |
| 2154 |
Enhancing Instance-Level Image Classification with Set-Level Labels
Renyu Zhang, Aly A. Khan, ... (+2 more)
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cs.LG
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0 |
2 years ago |
| 2155 |
Lesion Search with Self-supervised Learning
Kristin Qi, Jiali Cheng, Daniel Haehn
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cs.CV
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0 |
2 years ago |
| 2156 |
SDSRA: A Skill-Driven Skill-Recombination Algorithm for Efficient Policy Learning
Eric H. Jiang, Andrew Lizarraga
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cs.LG
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0 |
2 years ago |
| 2157 |
A bi-objective $ε$-constrained framework for quality-cost optimization in language model ensembles
Aditi Singla, Aditya Singh, Kanishk Kukreja
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cs.LG
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0 |
2 years ago |
| 2158 |
Beyond Uniform Scaling: Exploring Depth Heterogeneity in Neural Architectures
Akash Guna R. T, Arnav Chavan, Deepak Gupta
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cs.LG
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0 |
2 years ago |
| 2159 |
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation
Imane Hamzaoui, Hadjer Benmeziane, ... (+2 more)
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eess.IV
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0 |
2 years ago |
| 2160 |
Graph Expansion in Pruned Recurrent Neural Network Layers Preserve Performance
Suryam Arnav Kalra, Arindam Biswas, ... (+2 more)
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cs.LG
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0 |
2 years ago |
| 2161 |
Discrete Natural Evolution Strategies
Ahmad Ayaz Amin
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cs.NE
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0 |
2 years ago |
| 2162 |
Singular Subspace Perturbation Bounds via Rectangular Random Matrix Diffusions
Peiyao Lai, Oren Mangoubi
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math.ST
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0 |
2 years ago |
| 2163 |
Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention
Tongzhou Liao, Barnabás Póczos
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👻
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cs.LG
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0 |
2 years ago |
| 2164 |
CONGO: Compressive Online Gradient Optimization
Jeremy Carleton, Prathik Vijaykumar, ... (+4 more)
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cs.LG
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0 |
2 years ago |
| 2165 |
Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers
Oren Mangoubi, Nisheeth K. Vishnoi
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cs.DS
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0 |
1 year ago |
| 2166 |
What's New in My Data? Novelty Exploration via Contrastive Generation
Masaru Isonuma, Ivan Titov
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cs.LG
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0 |
1 year ago |
| 2167 |
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models
Shuhong Zheng, Zhipeng Bao, ... (+3 more)
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cs.CV
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0 |
1 year ago |
| 2168 |
Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings
Daphné Chopard, Sonia Laguna, ... (+5 more)
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cs.LG
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0 |
1 year ago |
| 2169 |
Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
Yuda Song, Hanlin Zhang, ... (+4 more)
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cs.CL
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0 |
1 year ago |
| 2170 |
FILA: Fine-Grained Vision Language Models
Shiding Zhu, Wenhui Dong, ... (+4 more)
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cs.CV
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0 |
1 year ago |
| 2171 |
The Ramanujan Library -- Automated Discovery on the Hypergraph of Integer Relations
Itay Beit-Halachmi, Ido Kaminer
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👻
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cs.AI
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0 |
1 year ago |
| 2172 |
Semialgebraic Neural Networks: From roots to representations
S. David Mis, Matti Lassas, Maarten V. de Hoop
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cs.LG
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0 |
1 year ago |
| 2173 |
Learning from End User Data with Shuffled Differential Privacy over Kernel Densities
Tal Wagner
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👻
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cs.LG
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0 |
1 year ago |
| 2174 |
Beyond Worst-Case Dimensionality Reduction for Sparse Vectors
Sandeep Silwal, David P. Woodruff, Qiuyi Zhang
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cs.DS
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0 |
1 year ago |
| 2175 |
Coreset Spectral Clustering
Ben Jourdan, Gregory Schwartzman, ... (+2 more)
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cs.LG
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0 |
1 year ago |
| 2176 |
W-PCA Based Gradient-Free Proxy for Efficient Search of Lightweight Language Models
Shang Wang
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cs.CL
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0 |
1 year ago |
| 2177 |
Laplace Sample Information: Data Informativeness Through a Bayesian Lens
Johannes Kaiser, Kristian Schwethelm, ... (+2 more)
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cs.LG
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0 |
1 year ago |
| 2178 |
Bridging Generalization Gap of Heterogeneous Federated Clients Using Generative Models
Ziru Niu, Hai Dong, A. K. Qin
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👻
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cs.LG
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0 |
1 year ago |
| 2179 |
Let's Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding
Kaiting Liu, Hazel Doughty
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👻
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cs.CV
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0 |
5 months ago |
| 2180 |
RIDER: 3D RNA Inverse Design with Reinforcement Learning-Guided Diffusion
Tianmeng Hu, Yongzheng Cui, ... (+2 more)
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cs.LG
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0 |
5 months ago |
| 2181 |
Optimizer choice matters for the emergence of Neural Collapse
Jim Zhao, Tin Sum Cheng, ... (+2 more)
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cs.LG
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0 |
5 months ago |
| 2182 |
Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment
Yuyan Bu, Xiaohao Liu, ... (+3 more)
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cs.CL
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0 |
5 months ago |