Clarified notation surrounding gradient and Hessian, and standardized arXiv bib entries.

1 files changed, 43 insertions, 56 deletions

diff --git a/marginal.bib b/marginal.bib
index 3e9eb8b..784d3f0 100644
--- a/marginal.bib
+++ b/marginal.bib
@@ -239,12 +239,10 @@
 @unpublished{ElAlaoui_2020_Algorithmic,
  author = {El Alaoui, Ahmed and Montanari, Andrea},
  title = {Algorithmic Thresholds in Mean Field Spin Glasses},
- year = {2020},
- month = {Sept},
  url = {http://arxiv.org/abs/2009.11481v1},
  archiveprefix = {arXiv},
  date = {2020-09-24T04:22:42Z},
- eprint = {2009.11481v1},
+ eprint = {2009.11481},
  eprintclass = {cond-mat.stat-mech},
  eprinttype = {arxiv},
  primaryclass = {cond-mat.stat-mech}
@@ -515,29 +513,23 @@
 @unpublished{Huang_2023_Algorithmic,
  author = {Huang, Brice and Sellke, Mark},
  title = {Algorithmic Threshold for Multi-Species Spherical Spin Glasses},
- year = {2023},
- month = {mar},
- url = {http://arxiv.org/abs/2303.12172v2},
+ url = {http://arxiv.org/abs/2303.12172},
  archiveprefix = {arXiv},
- date = {2023-03-21T20:09:08Z},
- eprint = {2303.12172v2},
+ eprint = {2303.12172},
  eprintclass = {math.PR},
- eprinttype = {arxiv},
- urldate = {2024-06-13T13:10:56.404805Z}
+ primaryclass = {math.PR},
+ eprinttype = {arxiv}
 }
 
 @unpublished{Huang_2023_Strong,
  author = {Huang, Brice and Sellke, Mark},
  title = {Strong Topological Trivialization of Multi-Species Spherical Spin Glasses},
- year = {2023},
- month = {aug},
- url = {http://arxiv.org/abs/2308.09677v2},
+ url = {http://arxiv.org/abs/2308.09677},
  archiveprefix = {arXiv},
- date = {2023-08-18T16:56:19Z},
- eprint = {2308.09677v2},
+ eprint = {2308.09677},
  eprintclass = {math.PR},
- eprinttype = {arxiv},
- urldate = {2024-06-13T13:07:13.561947Z}
+ primaryclass = {math.PR},
+ eprinttype = {arxiv}
 }
 
 @article{Huang_2024_Optimization,
@@ -600,13 +592,11 @@
 @unpublished{Kamali_2023_Stochastic,
  author = {Kamali, Persia Jana and Urbani, Pierfrancesco},
  title = {Stochastic Gradient Descent outperforms Gradient Descent in recovering a high-dimensional signal in a glassy energy landscape},
- year = {2023},
- month = {sep},
  url = {http://arxiv.org/abs/2309.04788v2},
- note = {},
  archiveprefix = {arXiv},
- eprint = {2309.04788v2},
+ eprint = {2309.04788},
  eprintclass = {cs.LG},
+ primaryclass = {cs.LG},
  eprinttype = {arxiv}
 }
 
@@ -627,11 +617,10 @@
 @unpublished{Kent-Dobias_2024_Algorithm-independent,
  author = {Kent-Dobias, Jaron},
  title = {Algorithm-independent bounds on complex optimization through the statistics of marginal optima},
- year = {2024},
  url = {https://arxiv.org/abs/2407.02092},
  archiveprefix = {arXiv},
- eprint = {2407.02092},
- primaryclass = {cond-mat.dis-nn}
+ primaryclass = {cond-mat.dis-nn},
+ eprint = {2407.02092}
 }
 
 @article{Kent-Dobias_2024_Arrangement,
@@ -652,7 +641,6 @@
 @unpublished{Kent-Dobias_2024_Conditioning,
  author = {Kent-Dobias, Jaron},
  title = {Conditioning the complexity of random landscapes on marginal optima},
- year = {2024},
  url = {https://arxiv.org/abs/2407.02082},
  archiveprefix = {arXiv},
  eprint = {2407.02082},
@@ -765,26 +753,23 @@
 @unpublished{Montanari_2023_Solving,
  author = {Montanari, Andrea and Subag, Eliran},
  title = {Solving overparametrized systems of random equations: I. Model and algorithms for approximate solutions},
- year = {2023},
- month = {jun},
  url = {http://arxiv.org/abs/2306.13326v1},
  note = {},
  archiveprefix = {arXiv},
- eprint = {2306.13326v1},
+ eprint = {2306.13326},
  eprintclass = {math.PR},
+ primaryclass = {math.PR},
  eprinttype = {arxiv}
 }
 
 @unpublished{Montanari_2024_On,
  author = {Montanari, Andrea and Subag, Eliran},
  title = {On {Smale}'s 17th problem over the reals},
- year = {2024},
- month = {may},
- url = {http://arxiv.org/abs/2405.01735v1},
- note = {},
+ url = {http://arxiv.org/abs/2405.01735},
  archiveprefix = {arXiv},
- eprint = {2405.01735v1},
+ eprint = {2405.01735},
  eprintclass = {cs.DS},
+ primaryclass = {cs.DS},
  eprinttype = {arxiv}
 }
 
@@ -835,11 +820,9 @@
 @unpublished{Parisi_1995-01_On,
  author = {Parisi, Giorgio},
  title = {On the Statistical Properties of the Large Time Zero Temperature Dynamics of the {SK} Model},
- year = {1995},
- month = {jan},
- url = {http://arxiv.org/abs/cond-mat/9501045v1},
+ url = {http://arxiv.org/abs/cond-mat/9501045},
  archiveprefix = {arXiv},
- eprint = {cond-mat/9501045v1},
+ eprint = {cond-mat/9501045},
  eprinttype = {arxiv}
 }
 
@@ -887,12 +870,11 @@
 @unpublished{Shklovskii_2024_Half,
  author = {Shklovskii, B. I.},
  title = {Half century of {Efros}-{Shklovskii} {Coulomb} gap. Romance with {Coulomb} interaction and disorder},
- year = {2024},
- month = {mar},
- url = {http://arxiv.org/abs/2403.19793v5},
+ url = {http://arxiv.org/abs/2403.19793},
  archiveprefix = {arXiv},
- eprint = {2403.19793v5},
+ eprint = {2403.19793},
  eprintclass = {cond-mat.mtrl-sci},
+ primaryclass = {cond-mat.mtrl-sci},
  eprinttype = {arxiv}
 }
 
@@ -928,15 +910,12 @@
 @unpublished{Subag_2021_TAP,
  author = {Subag, Eliran},
  title = {{TAP} approach for multi-species spherical spin glasses {I}: general theory},
- year = {2021},
- month = {nov},
  url = {http://arxiv.org/abs/2111.07132v1},
  archiveprefix = {arXiv},
- date = {2021-11-13T15:21:40Z},
- eprint = {2111.07132v1},
+ eprint = {2111.07132},
  eprintclass = {math.PR},
- eprinttype = {arxiv},
- urldate = {2024-06-13T13:04:28.790463Z}
+ primaryclass = {math.PR},
+ eprinttype = {arxiv}
 }
 
 @article{Subag_2023_TAP,
@@ -992,25 +971,22 @@
 @unpublished{Urbani_2024_Statistical,
  author = {Urbani, Pierfrancesco},
  title = {Statistical physics of complex systems: glasses, spin glasses, continuous constraint satisfaction problems, high-dimensional inference and neural networks},
- year = {2024},
- month = {may},
- url = {http://arxiv.org/abs/2405.06384v1},
- note = {},
+ url = {http://arxiv.org/abs/2405.06384},
  archiveprefix = {arXiv},
- eprint = {2405.06384v1},
+ eprint = {2405.06384},
  eprintclass = {cond-mat.dis-nn},
+ primaryclass = {cond-mat.dis-nn},
  eprinttype = {arxiv}
 }
 
 @unpublished{Vivo_2024_Random,
  author = {Vivo, Pierpaolo},
  title = {Random Linear Systems with Quadratic Constraints: from Random Matrix Theory to replicas and back},
- year = {2024},
- month = {jan},
- url = {http://arxiv.org/abs/2401.03209v2},
+ url = {http://arxiv.org/abs/2401.03209},
  archiveprefix = {arXiv},
- eprint = {2401.03209v2},
+ eprint = {2401.03209},
  eprintclass = {cond-mat.stat-mech},
+ primaryclass = {cond-mat.stat-mech},
  eprinttype = {arxiv}
 }
 
@@ -1082,3 +1058,14 @@
  issn = {1742-5468}
 }
 
+@unpublished{Kent-Dobias_2024_On,
+ author = {Kent-Dobias, Jaron},
+ title = {On the topology of solutions to random continuous constraint satisfaction problems},
+ url = {http://arxiv.org/abs/2409.12781},
+ archiveprefix = {arXiv},
+ eprint = {2409.12781},
+ eprintclass = {cond-mat.dis-nn},
+ primaryclass = {cond-mat.dis-nn},
+ eprinttype = {arxiv}
+}
+