Risk forecasting using Long Short-Term Memory Mixture Density Networks | Paper Citation Record

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This paper cites G., Bollerslev, T., Christoffersen, P.

Risk forecasting using Long Short-Term Memory Mixture Density Networks G., Bollerslev, T., Christoffersen, P

Reference 3

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This paper cites Neural Networks and Value at Risk.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Neural Networks and Value at Risk

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Reference 12

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This paper cites and Chlebus, M.

Risk forecasting using Long Short-Term Memory Mixture Density Networks and Chlebus, M

Reference 13

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This paper cites Y., Lo, A.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Y., Lo, A

Reference 14

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This paper cites D., Teoh, E.

Risk forecasting using Long Short-Term Memory Mixture Density Networks D., Teoh, E

Reference 16

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Risk forecasting using Long Short-Term Memory Mixture Density Networks B., and LeCun, Y

Reference 18

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

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This paper cites Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs).

Risk forecasting using Long Short-Term Memory Mixture Density Networks Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

Reference 21

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This paper cites G., Vermunt, J.

Risk forecasting using Long Short-Term Memory Mixture Density Networks G., Vermunt, J

Reference 23

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Vanilla Feedforward Neural Networks as a Discretization of Dynamical Systems

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This paper cites How do Mixture Density RNNs Predict the Future?.

Risk forecasting using Long Short-Term Memory Mixture Density Networks How do Mixture Density RNNs Predict the Future?

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Evaluating data augmentation for financial time series classification

Reference 28

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Risk forecasting using Long Short-Term Memory Mixture Density Networks and Bengio, Y

Reference 30

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Generating Sequences With Recurrent Neural Networks

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Financial Time Series Data Augmentation with Generative Adversarial Networks and Extended Intertemporal Return Plots

Reference 37

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Risk forecasting using Long Short-Term Memory Mixture Density Networks and Raghuram, S

Reference 39

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Risk forecasting using Long Short-Term Memory Mixture Density Networks and Saphir, D

Reference 41

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Adam: A Method for Stochastic Optimization

Reference 43

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Risk forecasting using Long Short-Term Memory Mixture Density Networks On weight initialization in deep neural networks

Reference 44

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Dying ReLU and Initialization: Theory and Numerical Examples

Reference 47

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Risk forecasting using Long Short-Term Memory Mixture Density Networks M., McCurdy, T

Reference 48

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Risk forecasting using Long Short-Term Memory Mixture Density Networks and Ter \"a svirta, T

Reference 49

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Risk forecasting using Long Short-Term Memory Mixture Density Networks and Engle, R

Reference 50

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Risk forecasting using Long Short-Term Memory Mixture Density Networks A., and Robles-Kelly, A

Reference 52

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Risk forecasting using Long Short-Term Memory Mixture Density Networks J., Frey, R., and Embrechts, P

Reference 53

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Risk forecasting using Long Short-Term Memory Mixture Density Networks All you need is a good init

Reference 54

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Reference 55

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Risk forecasting using Long Short-Term Memory Mixture Density Networks G., and Charles, W

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This paper cites V., Bartakke, P.

Risk forecasting using Long Short-Term Memory Mixture Density Networks V., Bartakke, P

Reference 57

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Reference 58

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Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 59

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Observation 5c34401e-c67b-49ce-9d6f-e03582b70cc8 · outbound

This paper cites Estimating value at risk: LSTM vs. GARCH.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Estimating value at risk: LSTM vs. GARCH

Reference 60

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 26fb3324-10f8-41c5-abc9-aa53426b9d91 · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.696396Z

Source-reported events for the cited work

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Observation 67195cd9-96f3-4a2c-8d03-7b01f2c7b3ec · outbound

This paper cites and Smith, D.

Risk forecasting using Long Short-Term Memory Mixture Density Networks and Smith, D

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.677285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 55ca85d3-05ec-454c-a181-675a1d4d960e · outbound

This paper cites R: A Language and Environment for Statistical Computing.

Risk forecasting using Long Short-Term Memory Mixture Density Networks R: A Language and Environment for Statistical Computing

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.661019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 06dd861d-db4c-469d-bb4a-2fc6b2f10504 · outbound

This paper cites J., Jain, A.

Risk forecasting using Long Short-Term Memory Mixture Density Networks J., Jain, A

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.644688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9ff282e5-fd4c-4903-aaa0-88230e57135e · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.629191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0fb5ac17-4bb1-486d-a859-711caffcda4e · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.613330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 69c04dd8-abdb-4bca-8bb4-e4b33ecd024c · outbound

This paper cites P., Jain, N., Singh, A., and Jain, G.

Risk forecasting using Long Short-Term Memory Mixture Density Networks P., Jain, N., Singh, A., and Jain, G

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.595954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cf58185a-76cb-4566-bdb5-1c78d9475a75 · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.580006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d70cabc9-0ffe-4f26-b5ba-4cc5295eeb0a · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.563076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f3779186-4f13-4f66-b5b1-8d5757c47258 · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.547273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bb779d4f-a804-422d-b3d2-31eba417621a · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.531932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a7183546-fae1-4649-9c86-db55037a3561 · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.515257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d4713634-0bf7-4970-add1-1d1061787b6c · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.499368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4474f9dd-c3ba-4f94-bb28-039efcb7ab36 · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.483708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4f46bed9-daaf-4e41-9cd3-b42ec2e3707e · outbound

This paper cites Understanding the Role of Nonlinearity in Training Dynamics of Contrastive Learning.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Understanding the Role of Nonlinearity in Training Dynamics of Contrastive Learning

Reference 75

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:35:17.962692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3b49243b-8532-420d-b85a-f20a1d261dcd · outbound

This paper cites and Hornik, K.

Risk forecasting using Long Short-Term Memory Mixture Density Networks and Hornik, K

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.465881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ba65035-f059-4d6e-ad03-55fcf33234f7 · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.450758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3ee9a096-5904-463f-804b-d611997dbf06 · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.434748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 07482284-1af9-4b05-aebe-64707c226fff · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.411142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f7980a0c-a42d-4712-9d21-6d9bf727632c · outbound

This paper cites and Li, S.

Risk forecasting using Long Short-Term Memory Mixture Density Networks and Li, S

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.395220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2f66a88b-c07e-4413-8765-cc7bae5e953a · outbound

This paper cites and Jamil, N.

Risk forecasting using Long Short-Term Memory Mixture Density Networks and Jamil, N

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.370022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c5312c4-ebae-4b4d-bd73-6571c2d6be3d · outbound

This paper cites and Drake, F.

Risk forecasting using Long Short-Term Memory Mixture Density Networks and Drake, F

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.353598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 413f28b3-ebde-471a-9e58-79dae7bd8c3f · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.336439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8a5bbc45-fa7b-45d2-8f8f-57e1fbdd0a41 · outbound

This paper cites S., and Karray, F.

Risk forecasting using Long Short-Term Memory Mixture Density Networks S., and Karray, F

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.319008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d6d35a0-e811-45eb-8e56-ad6d0bfae845 · outbound

This paper cites Coronavirus disease (covid-19) pandemic.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Coronavirus disease (covid-19) pandemic

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:18.302696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation da0b9224-ce70-4796-85c9-5018bb456438 · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.285830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ab37feea-5983-455e-bfc9-ebf95527d41d · outbound

This paper cites an unresolved cited work.

Risk forecasting using Long Short-Term Memory Mixture Density Networks Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:35:18.268858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Reference resolution

Outbound references

Pith citing papers