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Tyler Farghly

Tyler K. Farghly

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2020 – today

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2024
[j1]
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  - journals/jmlr/HeF0E24
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  - https://dblp.org/rec/journals/jmlr/HeF0E24
Ye He, Tyler Farghly, Krishnakumar Balasubramanian, Murat A. Erdogdu:
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling. J. Mach. Learn. Res. 25: 43:1-43:44 (2024)
2023
[c3]
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  dblp key:
  - conf/colt/HosseiniFHBE23
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Alireza Mousavi Hosseini, Tyler K. Farghly, Ye He, Krishna Balasubramanian, Murat A. Erdogdu:
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality. COLT 2023: 1-35
[i3]
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  - journals/corr/abs-2303-00570
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  - https://dblp.org/rec/journals/corr/abs-2303-00570
Ye He, Tyler Farghly, Krishnakumar Balasubramanian, Murat A. Erdogdu:
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling. CoRR abs/2303.00570 (2023)
2021
[c2]
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  - electronic edition @ neurips.cc (open access)
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  - conf/nips/FarghlyR21
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Tyler Farghly, Patrick Rebeschini:
Time-independent Generalization Bounds for SGLD in Non-convex Settings. NeurIPS 2021: 19836-19846
[i2]
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  dblp key:
  - journals/corr/abs-2111-12876
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Tyler Farghly, Patrick Rebeschini:
Time-independent Generalization Bounds for SGLD in Non-convex Settings. CoRR abs/2111.12876 (2021)
2020
[c1]
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  - conf/acl/CoopeFGVH20
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Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson:
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. ACL 2020: 107-121
[i1]
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  - journals/corr/abs-2005-08866
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Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulic, Matthew Henderson:
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations. CoRR abs/2005.08866 (2020)

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