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A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting

A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting

Remi Genet
Hugo Inzirillo
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Papers citing "A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting"

14 / 14 papers shown
Title
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning
Jiuyang Dong
Junjun Jiang
Kui Jiang
Jiahan Li
Yongbing Zhang
45
0
0
28 Feb 2025
Deep Learning for VWAP Execution in Crypto Markets: Beyond the Volume Curve
Deep Learning for VWAP Execution in Crypto Markets: Beyond the Volume Curve
Remi Genet
83
2
0
19 Feb 2025
SigGate: Enhancing Recurrent Neural Networks with Signature-Based Gating Mechanisms
SigGate: Enhancing Recurrent Neural Networks with Signature-Based Gating Mechanisms
Remi Genet
Hugo Inzirillo
99
3
0
13 Feb 2025
STAN: Smooth Transition Autoregressive Networks
STAN: Smooth Transition Autoregressive Networks
Hugo Inzirillo
Remi Genet
63
0
0
30 Jan 2025
Free-Knots Kolmogorov-Arnold Network: On the Analysis of Spline Knots and Advancing Stability
Free-Knots Kolmogorov-Arnold Network: On the Analysis of Spline Knots and Advancing Stability
L. Zheng
W. Zhang
Lin Yue
Miao Xu
Olaf Maennel
Weitong Chen
57
1
0
17 Jan 2025
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification
Irina Barašin
Blaž Bertalanič
M. Mohorčič
Carolina Fortuna
AI4TS
139
2
0
22 Nov 2024
On the expressiveness and spectral bias of KANs
On the expressiveness and spectral bias of KANs
Yixuan Wang
Jonathan W. Siegel
Ziming Liu
Thomas Y. Hou
37
10
0
02 Oct 2024
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of Experts
Hugo Inzirillo
Remi Genet
MoE
35
4
0
23 Sep 2024
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis
William Knottenbelt
Zeyu Gao
Rebecca Wray
Woody Zhidong Zhang
Jiashuai Liu
Mireia Crispin-Ortuzar
34
10
0
06 Sep 2024
Deep State Space Recurrent Neural Networks for Time Series Forecasting
Deep State Space Recurrent Neural Networks for Time Series Forecasting
Hugo Inzirillo
AI4TS
26
6
0
21 Jul 2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
Roman Bresson
Giannis Nikolentzos
G. Panagopoulos
Michail Chatzianastasis
Jun Pang
Michalis Vazirgiannis
69
42
0
26 Jun 2024
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Haoyi Zhou
Shanghang Zhang
J. Peng
Shuai Zhang
Jianxin Li
Hui Xiong
Wan Zhang
AI4TS
169
3,885
0
14 Dec 2020
Efficient Content-Based Sparse Attention with Routing Transformers
Efficient Content-Based Sparse Attention with Routing Transformers
Aurko Roy
M. Saffar
Ashish Vaswani
David Grangier
MoE
246
580
0
12 Mar 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
M. Shoeybi
M. Patwary
Raul Puri
P. LeGresley
Jared Casper
Bryan Catanzaro
MoE
245
1,821
0
17 Sep 2019