T. R. Kirkpatrick and D. Thirumalai, -Spin???Interaction Spin-Glass Model, Physical Review Letters, vol.28, issue.20, p.2091, 1987.
DOI : 10.1103/PhysRevB.28.5515

T. R. Kirkpatrick and D. Thirumalai, Comparison between dynamical theories and metastable states in regular and glassy mean-field spin models with underlying first-order-like phase transitions, Physical Review A, vol.5, issue.11, p.4439, 1988.
DOI : 10.1088/0305-4608/5/5/017

L. Cugliandolo and J. Kurchan, On the out-of-equilibrium relaxation of the Sherrington-Kirkpatrick model, Journal of Physics A: Mathematical and General, vol.27, issue.17, p.5749, 1994.
DOI : 10.1088/0305-4470/27/17/011

L. Berthier, J. Barrat, and J. Kurchan, A two-time-scale, two-temperature scenario for nonlinear rheology, Physical Review E, vol.111, issue.5, p.5464, 2000.
DOI : 10.1063/1.479193
URL : http://arxiv.org/pdf/cond-mat/9910305

L. Berthier and J. Kurchan, Non-equilibrium glass transitions in driven and active matter, Nature Physics, vol.108, issue.5, p.310, 2013.
DOI : 10.1103/PhysRevLett.108.138001

T. R. Kirkpatrick, D. Thirumalai, and P. G. Wolynes, Scaling concepts for the dynamics of viscous liquids near an ideal glassy state, Physical Review A, vol.484, issue.2, p.1045, 1989.
DOI : 10.1111/j.1749-6632.1986.tb49574.x

T. Maimbourg, J. Kurchan, and F. Zamponi, Solution of the Dynamics of Liquids in the Large-Dimensional Limit, Physical Review Letters, vol.69, issue.1, p.15902, 2016.
DOI : 10.1103/PhysRevLett.71.173

J. Kurchan, T. Maimbourg, and F. Zamponi, Statics and dynamics of infinite-dimensional liquids and glasses: a parallel and compact derivation, Journal of Statistical Mechanics: Theory and Experiment, vol.2016, issue.3, p.33210, 2016.
DOI : 10.1088/1742-5468/2016/03/033210

P. Charbonneau, J. Kurchan, G. Parisi, P. Urbani, and F. Zamponi, Glass and Jamming Transitions: From Exact Results to Finite-Dimensional Descriptions, Annual Review of Condensed Matter Physics, vol.8, issue.1, p.265, 2017.
DOI : 10.1146/annurev-conmatphys-031016-025334
URL : https://hal.archives-ouvertes.fr/cea-01464295

L. Berthier, Nonequilibrium Glassy Dynamics of Self-Propelled Hard Disks, Physical Review Letters, vol.112, issue.22, p.220602, 2014.
DOI : 10.1038/ncomms3704
URL : https://hal.archives-ouvertes.fr/hal-01010555

E. Flenner, G. Szamel, and L. Berthier, The nonequilibrium glassy dynamics of self-propelled particles, Soft Matter, vol.112, issue.34, p.7136, 2016.
DOI : 10.1103/PhysRevLett.112.097801
URL : https://hal.archives-ouvertes.fr/hal-01382401

P. Olsson and S. Teitel, Critical Scaling of Shear Viscosity at the Jamming Transition, Physical Review Letters, vol.99, issue.17, p.178001, 2007.
DOI : 10.1103/PhysRevB.66.174205

P. Olsson, Diffusion and velocity autocorrelation at the jamming transition, Physical Review E, vol.81, issue.4, p.40301, 2010.
DOI : 10.1103/PhysRevE.79.066109
URL : http://arxiv.org/pdf/0910.2623

E. Degiuli, G. Düring, E. Lerner, and M. Wyart, Unified theory of inertial granular flows and non-Brownian suspensions, Physical Review E, vol.91, issue.6, p.62206, 2015.
DOI : 10.1103/PhysRevE.90.022138

T. Kawasaki, D. Coslovich, A. Ikeda, and L. Berthier, Diverging viscosity and soft granular rheology in non-Brownian suspensions, Physical Review E, vol.91, issue.1, p.12203, 2015.
DOI : 10.1103/PhysRevLett.111.015701
URL : https://hal.archives-ouvertes.fr/hal-01115925

A. Ikeda, L. Berthier, and P. Sollich, Disentangling glass and jamming physics in the rheology of soft materials, Soft Matter, vol.8, issue.32, p.7669, 2013.
DOI : 10.1039/c2sm07113d
URL : https://hal.archives-ouvertes.fr/hal-00848793

M. Fuchs and M. E. Cates, Theory of Nonlinear Rheology and Yielding of Dense Colloidal Suspensions, Physical Review Letters, vol.306, issue.24, p.248304, 2002.
DOI : 10.1016/S0378-4371(02)00510-1

G. Szamel, Theory for the dynamics of dense systems of athermal self-propelled particles, Physical Review E, vol.93, issue.1, p.12603, 2016.
DOI : 10.1103/PhysRevE.72.031508

A. Ikeda and L. Berthier, Yield stress in amorphous solids: A mode-coupling-theory analysis, Physical Review E, vol.88, issue.5, p.52305, 2013.
DOI : 10.1063/1.4722343
URL : https://hal.archives-ouvertes.fr/hal-00903770

S. Franz and G. Parisi, The simplest model of jamming, Journal of Physics A: Mathematical and Theoretical, vol.49, issue.14, p.145001, 2016.
DOI : 10.1088/1751-8113/49/14/145001
URL : https://hal.archives-ouvertes.fr/hal-01281754

S. Franz, G. Parisi, M. Sevelev, P. Urbani, and F. Zamponi, Universality of the SAT-UNSAT (jamming) threshold in non-convex continuous constraint satisfaction problems, SciPost Physics, vol.2, issue.3, p.19, 2017.
DOI : 10.1073/pnas.1415298111
URL : https://hal.archives-ouvertes.fr/hal-01569298

H. Nishimori, Statistical physics of spin glasses and information processing: an introduction, 2001.
DOI : 10.1093/acprof:oso/9780198509417.001.0001

Y. Lecun, Y. Bengio, and G. Hinton, Deep learning, Nature, vol.9, issue.7553, p.436, 2015.
DOI : 10.1007/s10994-013-5335-x

E. Gardner and B. Derrida, Optimal storage properties of neural network models, Journal of Physics A: Mathematical and General, vol.21, issue.1, p.271, 1988.
DOI : 10.1088/0305-4470/21/1/031

M. Tikhonov and R. Monasson, Collective Phase in Resource Competition in a Highly Diverse Ecosystem, Physical Review Letters, vol.17, issue.4, p.48103, 2017.
DOI : 10.1088/1742-6596/233/1/012019

M. Mézard, G. Parisi, and M. A. Virasoro, Spin glass theory and beyond, World Scientific, 1987.

P. C. Martin, E. Siggia, and H. Rose, Statistical Dynamics of Classical Systems, Physical Review A, vol.110, issue.1, p.423, 1973.
DOI : 10.1103/PhysRev.110.999

J. Kurchan, Supersymmetry in spin glass dynamics, Journal de Physique I, vol.2, issue.7, p.1333, 1992.
DOI : 10.1051/jp1:1992214
URL : https://hal.archives-ouvertes.fr/jpa-00246625

A. Georges, G. Kotliar, W. Krauth, and M. J. Rozenberg, Dynamical mean-field theory of strongly correlated fermion systems and the limit of infinite dimensions, Reviews of Modern Physics, vol.75, issue.200, p.13, 1996.
DOI : 10.1016/0038-1098(90)90282-G

M. Mézard, G. Parisi, and M. Virasoro, SK Model: The Replica Solution without Replicas, Europhysics Letters (EPL), vol.1, issue.2, p.77, 1986.
DOI : 10.1209/0295-5075/1/2/006

M. Mézard and G. Parisi, The European Physical Journal B-Condensed Matter and Complex Systems, p.217, 2001.

M. Mezard and A. Montanari, Information, physics, and computation, 2009.
DOI : 10.1093/acprof:oso/9780198570837.001.0001

L. Zdeborová and F. Krzakala, Advances in, Physics, vol.65, issue.453, 2016.

A. Altieri, S. Franz, and G. Parisi, The jamming transition in high dimension: an analytical study of the TAP equations and the effective thermodynamic potential, Journal of Statistical Mechanics: Theory and Experiment, vol.2016, issue.9, p.93301, 2016.
DOI : 10.1088/1742-5468/2016/09/093301
URL : https://hal.archives-ouvertes.fr/hal-01380082

M. Mézard, The space of interactions in neural networks: Gardner's computation with the cavity method, Journal of Physics A: Mathematical and General, vol.22, issue.12, p.2181, 1989.
DOI : 10.1088/0305-4470/22/12/018

L. Zdeborová and F. Krzakala, Generalization of the cavity method for adiabatic evolution of Gibbs states, Physical Review B, vol.59, issue.22, p.224205, 2010.
DOI : 10.1103/PhysRevLett.104.207208

A. Barrat, R. Burioni, and M. Mézard, Dynamics within metastable states in a mean-field spin glass, Journal of Physics A: Mathematical and General, vol.29, issue.5, p.81, 1996.
DOI : 10.1088/0305-4470/29/5/001

A. Kamenev, Field theory of non-equilibrium systems, 2011.
DOI : 10.1017/CBO9781139003667

J. Zinn-justin, Quantum field theory and critical phenomena, 2002.
DOI : 10.1093/acprof:oso/9780198509233.001.0001
URL : https://hal.archives-ouvertes.fr/hal-00120423

A. Houghton, S. Jain, and A. Young, Role of initial conditions in the mean-field theory of spin-glass dynamics, Physical Review B, vol.18, issue.5, p.2630, 1983.
DOI : 10.1088/0022-3719/16/18/008

S. Franz and S. Spigler, Mean-field avalanches in jammed spheres, Physical Review E, vol.95, issue.2, p.22139, 2017.
DOI : 10.1039/c3sm53134a
URL : https://hal.archives-ouvertes.fr/hal-01491262