| 2401 |
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data
Shusen Jing, Anlan Yu, ... (+2 more)
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👻
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cs.LG
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3 |
2 years ago |
| 2402 |
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift
Benjamin Eyre, Elliot Creager, ... (+3 more)
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👻
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cs.LG
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3 |
2 years ago |
| 2403 |
Pricing with Contextual Elasticity and Heteroscedastic Valuation
Jianyu Xu, Yu-Xiang Wang
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👻
Ghosted
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cs.LG
|
3 |
2 years ago |
| 2404 |
TransGlow: Attention-augmented Transduction model based on Graph Neural Networks for Water Flow Forecasting
Naghmeh Shafiee Roudbari, Charalambos Poullis, ... (+2 more)
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👻
Ghosted
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cs.LG
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3 |
2 years ago |
| 2405 |
Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation
Loh Sher En Jessica, Naheed Anjum Arafat, ... (+3 more)
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👻
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cs.LG
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3 |
2 years ago |
| 2406 |
Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling
Mingze Wang, Zeping Min, Lei Wu
|
👻
Ghosted
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cs.LG
|
3 |
2 years ago |
| 2407 |
Polynomial-based Self-Attention for Table Representation learning
Jayoung Kim, Yehjin Shin, ... (+3 more)
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👻
Ghosted
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cs.AI
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3 |
2 years ago |
| 2408 |
ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
Jungil Kong, Junmo Lee, ... (+6 more)
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👻
Ghosted
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cs.SD
|
3 |
2 years ago |
| 2409 |
Interactive Distillation of Large Single-Topic Corpora of Scientific Papers
Nicholas Solovyev, Ryan Barron, ... (+4 more)
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👻
Ghosted
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cs.IR
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3 |
2 years ago |
| 2410 |
Multi-Task Differential Privacy Under Distribution Skew
Walid Krichene, Prateek Jain, ... (+4 more)
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👻
Ghosted
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cs.LG
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3 |
3 years ago |
| 2411 |
Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples
Andrew C. Cullen, Shijie Liu, ... (+3 more)
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👻
Ghosted
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cs.LG
|
3 |
3 years ago |
| 2412 |
Concurrent Shuffle Differential Privacy Under Continual Observation
Jay Tenenbaum, Haim Kaplan, ... (+2 more)
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👻
Ghosted
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cs.LG
|
3 |
3 years ago |
| 2413 |
Policy Contrastive Imitation Learning
Jialei Huang, Zhaoheng Yin, ... (+2 more)
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👻
Ghosted
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cs.LG
|
3 |
3 years ago |
| 2414 |
Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare Maximization in Ad Auctions
Boxiang Lyu, Zhe Feng, ... (+2 more)
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👻
Ghosted
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cs.GT
|
3 |
3 years ago |
| 2415 |
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods
Alexander Shevchenko, Kevin Kögler, ... (+2 more)
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👻
Ghosted
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cs.LG
|
3 |
3 years ago |
| 2416 |
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations
Hong-Ming Chiu, Richard Y. Zhang
|
👻
Ghosted
|
cs.LG
|
3 |
3 years ago |
| 2417 |
A Two-Stage Active Learning Algorithm for $k$-Nearest Neighbors
Nick Rittler, Kamalika Chaudhuri
|
👻
Ghosted
|
cs.LG
|
3 |
3 years ago |
| 2418 |
TensAIR: Real-Time Training of Neural Networks from Data-streams
Mauro D. L. Tosi, Vinu E. Venugopal, Martin Theobald
|
👻
Ghosted
|
cs.LG
|
3 |
3 years ago |
| 2419 |
On the Power of Learning-Augmented Search Trees
Jingbang Chen, Xinyuan Cao, ... (+2 more)
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👻
Ghosted
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cs.DS
|
3 |
3 years ago |
| 2420 |
Dynamical Linear Bandits
Marco Mussi, Alberto Maria Metelli, Marcello Restelli
|
👻
Ghosted
|
cs.LG
|
3 |
3 years ago |
| 2421 |
On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization
Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal
|
👻
Ghosted
|
cs.LG
|
3 |
3 years ago |
| 2422 |
From Causal Pairs to Causal Graphs
Rezaur Rashid, Jawad Chowdhury, Gabriel Terejanu
|
👻
Ghosted
|
cs.LG
|
3 |
3 years ago |
| 2423 |
Post-Training Quantization for Energy Efficient Realization of Deep Neural Networks
Cecilia Latotzke, Batuhan Balim, Tobias Gemmeke
|
👻
Ghosted
|
cs.LG
|
3 |
3 years ago |
| 2424 |
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search
Xin Qiu, Risto Miikkulainen
|
👻
Ghosted
|
cs.NE
|
3 |
3 years ago |
| 2425 |
A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives
Maren Pielka, Felix Rode, ... (+3 more)
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👻
Ghosted
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cs.CL
|
3 |
3 years ago |
| 2426 |
Robust Universal Adversarial Perturbations
Changming Xu, Gagandeep Singh
|
👻
Ghosted
|
cs.LG
|
3 |
4 years ago |
| 2427 |
Differentially Private Maximal Information Coefficients
John Lazarsfeld, Aaron Johnson, Emmanuel Adeniran
|
👻
Ghosted
|
cs.CR
|
3 |
4 years ago |
| 2428 |
Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization
Stone Tao, Xiaochen Li, ... (+4 more)
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👻
Ghosted
|
cs.LG
|
3 |
3 years ago |
| 2429 |
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning
Seungwoong Ha, Hawoong Jeong
|
👻
Ghosted
|
cs.LG
|
3 |
4 years ago |
| 2430 |
Function-to-Style Guidance of LLMs for Code Translation
Longhui Zhang, Bin Wang, ... (+9 more)
|
👻
Ghosted
|
cs.AI
|
2 |
1 year ago |
| 2431 |
Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling
Walid Bendada, Guillaume Salha-Galvan, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
2 |
1 year ago |
| 2432 |
Two Tales of Single-Phase Contrastive Hebbian Learning
Rasmus Kjær Høier, Christopher Zach
|
👻
Ghosted
|
cs.LG
|
2 |
2 years ago |
| 2433 |
GRAN is superior to GraphRNN: node orderings, kernel- and graph embeddings-based metrics for graph generators
Ousmane Touat, Julian Stier, ... (+2 more)
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👻
Ghosted
|
cs.LG
|
2 |
3 years ago |
| 2434 |
Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal
Naresh Kumar Gurulingan, Bahram Zonooz, Elahe Arani
|
👻
Ghosted
|
cs.LG
|
2 |
3 years ago |
| 2435 |
Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control
Sepehr Elahi, Paula Mürmann, Patrick Thiran
|
👻
Ghosted
|
cs.LG
|
2 |
1 year ago |
| 2436 |
Differentially Private Space-Efficient Algorithms for Counting Distinct Elements in the Turnstile Model
Rachel Cummings, Alessandro Epasto, ... (+4 more)
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👻
Ghosted
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cs.DS
|
2 |
1 year ago |
| 2437 |
Efficient Diffusion Models for Symmetric Manifolds
Oren Mangoubi, Neil He, Nisheeth K. Vishnoi
|
👻
Ghosted
|
cs.LG
|
2 |
1 year ago |
| 2438 |
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied Edges
Alex Crane, Thomas Stanley, ... (+2 more)
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👻
Ghosted
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cs.DS
|
2 |
1 year ago |
| 2439 |
Polynomial Time Learning-Augmented Algorithms for NP-hard Permutation Problems
Evripidis Bampis, Bruno Escoffier, ... (+3 more)
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👻
Ghosted
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cs.DS
|
2 |
1 year ago |
| 2440 |
A Dynamic Algorithm for Weighted Submodular Cover Problem
Kiarash Banihashem, Samira Goudarzi, ... (+3 more)
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👻
Ghosted
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cs.DS
|
2 |
2 years ago |
| 2441 |
Nash Incentive-compatible Online Mechanism Learning via Weakly Differentially Private Online Learning
Joon Suk Huh, Kirthevasan Kandasamy
|
👻
Ghosted
|
cs.GT
|
2 |
2 years ago |
| 2442 |
Reweighted Solutions for Weighted Low Rank Approximation
David P. Woodruff, Taisuke Yasuda
|
👻
Ghosted
|
cs.DS
|
2 |
2 years ago |
| 2443 |
Individual Fairness in Graph Decomposition
Kamesh Munagala, Govind S. Sankar
|
👻
Ghosted
|
cs.DS
|
2 |
2 years ago |
| 2444 |
Optimally Improving Cooperative Learning in a Social Setting
Shahrzad Haddadan, Cheng Xin, Jie Gao
|
👻
Ghosted
|
cs.DS
|
2 |
2 years ago |
| 2445 |
Consistent Submodular Maximization
Paul Dütting, Federico Fusco, ... (+3 more)
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👻
Ghosted
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cs.DS
|
2 |
2 years ago |
| 2446 |
Nesterov Method for Asynchronous Pipeline Parallel Optimization
Thalaiyasingam Ajanthan, Sameera Ramasinghe, ... (+3 more)
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👻
Ghosted
|
cs.LG
|
2 |
1 year ago |
| 2447 |
Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks
Nurbek Tastan, Samuel Horvath, Karthik Nandakumar
|
👻
Ghosted
|
cs.LG
|
2 |
1 year ago |
| 2448 |
ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning
Artavazd Maranjyan, El Mehdi Saad, ... (+2 more)
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👻
Ghosted
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cs.LG
|
2 |
1 year ago |
| 2449 |
Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments
Runfa Chen, Ling Wang, ... (+5 more)
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👻
Ghosted
|
cs.LG
|
2 |
2 years ago |
| 2450 |
Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User Experience
Sümeyye Öztürk, Ahmed Burak Ercan, ... (+2 more)
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👻
Ghosted
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cs.IR
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2 |
1 year ago |