| 1301 |
Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
Youhe Jiang, Fangcheng Fu, ... (+7 more)
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👻
Ghosted
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cs.DC
|
22 |
1 year ago |
| 1302 |
The Information Sieve
Greg Ver Steeg, Aram Galstyan
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👻
Ghosted
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stat.ML
|
21 |
11 years ago |
| 1303 |
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation
Zeyuan Allen-Zhu, Yuanzhi Li
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👻
Ghosted
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stat.ML
|
21 |
9 years ago |
| 1304 |
Nonparanormal Information Estimation
Shashank Singh, Barnabás Pøczos
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👻
Ghosted
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math.ST
|
21 |
9 years ago |
| 1305 |
Efficient Online Bandit Multiclass Learning with $\tilde{O}(\sqrt{T})$ Regret
Alina Beygelzimer, Francesco Orabona, Chicheng Zhang
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👻
Ghosted
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cs.LG
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21 |
9 years ago |
| 1306 |
Privacy Aware Offloading of Deep Neural Networks
Sam Leroux, Tim Verbelen, ... (+2 more)
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👻
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cs.LG
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21 |
8 years ago |
| 1307 |
Low-Variance and Zero-Variance Baselines for Extensive-Form Games
Trevor Davis, Martin Schmid, Michael Bowling
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👻
Ghosted
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cs.GT
|
21 |
7 years ago |
| 1308 |
A Notion of Harmonic Clustering in Simplicial Complexes
Stefania Ebli, Gard Spreemann
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👻
Ghosted
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cs.LG
|
21 |
6 years ago |
| 1309 |
Thompson Sampling via Local Uncertainty
Zhendong Wang, Mingyuan Zhou
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👻
Ghosted
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stat.ML
|
21 |
6 years ago |
| 1310 |
3D Deformable Convolutions for MRI classification
Marina Pominova, Ekaterina Kondrateva, ... (+4 more)
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👻
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eess.IV
|
21 |
6 years ago |
| 1311 |
Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection
Ganesh Samarth C. A., Neelanjan Bhowmik, Toby P. Breckon
|
👻
Ghosted
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cs.CV
|
21 |
6 years ago |
| 1312 |
Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies
Tsung-Yen Yang, Justinian Rosca, ... (+2 more)
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👻
Ghosted
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cs.LG
|
21 |
6 years ago |
| 1313 |
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification
Hongyuan Mei, Guanghui Qin, ... (+2 more)
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👻
Ghosted
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cs.LG
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21 |
6 years ago |
| 1314 |
Falsification-Based Robust Adversarial Reinforcement Learning
Xiao Wang, Saasha Nair, Matthias Althoff
|
👻
Ghosted
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cs.RO
|
21 |
6 years ago |
| 1315 |
Knowledge Graph Extraction from Videos
Louis Mahon, Eleonora Giunchiglia, ... (+2 more)
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👻
Ghosted
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cs.CL
|
21 |
6 years ago |
| 1316 |
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection
William Thomson, Neelanjan Bhowmik, Toby P. Breckon
|
👻
Ghosted
|
cs.CV
|
21 |
5 years ago |
| 1317 |
DeL-haTE: A Deep Learning Tunable Ensemble for Hate Speech Detection
Joshua Melton, Arunkumar Bagavathi, Siddharth Krishnan
|
👻
Ghosted
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cs.CL
|
21 |
5 years ago |
| 1318 |
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
Chuan Wen, Jianing Qian, ... (+4 more)
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👻
Ghosted
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cs.LG
|
21 |
4 years ago |
| 1319 |
RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval
Yihan Wu, Hongyang Zhang, Heng Huang
|
👻
Ghosted
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cs.IR
|
21 |
4 years ago |
| 1320 |
Paging with Succinct Predictions
Antonios Antoniadis, Joan Boyar, ... (+6 more)
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👻
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cs.LG
|
21 |
3 years ago |
| 1321 |
FARE: Provably Fair Representation Learning with Practical Certificates
Nikola Jovanović, Mislav Balunović, ... (+2 more)
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👻
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cs.LG
|
21 |
3 years ago |
| 1322 |
Revisiting Simple Regret: Fast Rates for Returning a Good Arm
Yao Zhao, Connor James Stephens, ... (+2 more)
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👻
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cs.LG
|
21 |
3 years ago |
| 1323 |
Generalizing Gaussian Smoothing for Random Search
Katelyn Gao, Ozan Sener
|
👻
Ghosted
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cs.LG
|
21 |
3 years ago |
| 1324 |
Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization
Xufeng Cai, Chaobing Song, ... (+2 more)
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👻
Ghosted
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math.OC
|
21 |
3 years ago |
| 1325 |
IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
Kai Li, Runxuan Yang, ... (+2 more)
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👻
Ghosted
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cs.SD
|
21 |
2 years ago |
| 1326 |
Membership Inference Attacks on Diffusion Models via Quantile Regression
Shuai Tang, Zhiwei Steven Wu, ... (+3 more)
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👻
Ghosted
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cs.LG
|
21 |
2 years ago |
| 1327 |
Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot
Zixuan Wang, Stanley Wei, ... (+2 more)
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👻
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stat.ML
|
21 |
2 years ago |
| 1328 |
Adversaries Can Misuse Combinations of Safe Models
Erik Jones, Anca Dragan, Jacob Steinhardt
|
👻
Ghosted
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cs.CR
|
21 |
2 years ago |
| 1329 |
Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models
Seungeun Oh, Jinhyuk Kim, ... (+4 more)
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👻
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cs.LG
|
21 |
1 year ago |
| 1330 |
InfAlign: Inference-aware language model alignment
Ananth Balashankar, Ziteng Sun, ... (+10 more)
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👻
Ghosted
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cs.LG
|
21 |
1 year ago |
| 1331 |
Rethinking Aleatoric and Epistemic Uncertainty
Freddie Bickford Smith, Jannik Kossen, ... (+4 more)
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👻
Ghosted
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cs.LG
|
21 |
1 year ago |
| 1332 |
Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding
Tian Jin, Ellie Y. Cheng, ... (+7 more)
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👻
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cs.CL
|
21 |
1 year ago |
| 1333 |
Minimum Regret Search for Single- and Multi-Task Optimization
Jan Hendrik Metzen
|
👻
Ghosted
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stat.ML
|
20 |
10 years ago |
| 1334 |
How to Fake Multiply by a Gaussian Matrix
Michael Kapralov, Vamsi K. Potluru, David P. Woodruff
|
👻
Ghosted
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cs.DS
|
20 |
10 years ago |
| 1335 |
The ZipML Framework for Training Models with End-to-End Low Precision: The Cans, the Cannots, and a Little Bit of Deep Learning
Hantian Zhang, Jerry Li, ... (+4 more)
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👻
Ghosted
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cs.LG
|
20 |
9 years ago |
| 1336 |
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control
Yangchen Pan, Amir-massoud Farahmand, ... (+4 more)
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👻
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cs.LG
|
20 |
8 years ago |
| 1337 |
Learning Quadratic Games on Networks
Yan Leng, Xiaowen Dong, ... (+2 more)
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👻
Ghosted
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cs.GT
|
20 |
7 years ago |
| 1338 |
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition
Alexandros Stergiou, Ronald Poppe
|
👻
Ghosted
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cs.CV
|
20 |
6 years ago |
| 1339 |
Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support
Yuan Zhou, Hongseok Yang, ... (+2 more)
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👻
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stat.ML
|
20 |
6 years ago |
| 1340 |
The Canonical Distortion Measure for Vector Quantization and Function Approximation
Jonathan Baxter
|
👻
Ghosted
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cs.LG
|
20 |
6 years ago |
| 1341 |
Classification of Single-lead Electrocardiograms: TDA Informed Machine Learning
Paul Samuel Ignacio, David Uminsky, ... (+3 more)
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👻
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q-bio.QM
|
20 |
6 years ago |
| 1342 |
Interpreting and Disentangling Feature Components of Various Complexity from DNNs
Jie Ren, Mingjie Li, ... (+2 more)
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👻
Ghosted
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cs.LG
|
20 |
6 years ago |
| 1343 |
Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling
David P. Woodruff, Amir Zandieh
|
👻
Ghosted
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cs.DS
|
20 |
6 years ago |
| 1344 |
Crafting Adversarial Examples for Deep Learning Based Prognostics (Extended Version)
Gautam Raj Mode, Khaza Anuarul Hoque
|
👻
Ghosted
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cs.LG
|
20 |
5 years ago |
| 1345 |
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents
Tobias Deußer, Syed Musharraf Ali, ... (+5 more)
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👻
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cs.CL
|
20 |
3 years ago |
| 1346 |
Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano
Chuan Guo, Alexandre Sablayrolles, Maziar Sanjabi
|
👻
Ghosted
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cs.LG
|
20 |
3 years ago |
| 1347 |
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs
Guan-Ting Liu, En-Pei Hu, ... (+3 more)
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👻
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cs.LG
|
20 |
3 years ago |
| 1348 |
Statistical Indistinguishability of Learning Algorithms
Alkis Kalavasis, Amin Karbasi, ... (+2 more)
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👻
Ghosted
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cs.LG
|
20 |
3 years ago |
| 1349 |
Adaptive Coordination in Social Embodied Rearrangement
Andrew Szot, Unnat Jain, ... (+4 more)
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👻
Ghosted
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cs.LG
|
20 |
3 years ago |
| 1350 |
Generating Private Synthetic Data with Genetic Algorithms
Terrance Liu, Jingwu Tang, ... (+2 more)
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👻
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cs.NE
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20 |
3 years ago |